Immobilienscout24 Analysis Notebook v2¶
1. Importing packages & the Immobilienscout24 scraped data¶
In [1]:
!pip install pandas
!pip install gensim
!pip install spacy
!pip install gensim
!pip install matplotlib
!pip install sklearn
!pip install keras
!pip install tensorflow
!pip install scikit-learn
!pip install scipy
!pip install nltk
!pip install random2
!pip install warnings-plugin
!pip install statsmodels
!pip install seaborn
!pip install DateTime
!pip install datetime3
import gensim
import numpy as np
import spacy
from spacy import displacy
from gensim.corpora import Dictionary
from gensim.models import LdaModel
import matplotlib.pyplot as plt
import keras
import tensorflow
import statsmodels.api as sm
import sklearn
import sklearn.preprocessing
from sklearn.linear_model import LinearRegression
from scipy import stats
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.decomposition import NMF
import random
import nltk
nltk.download('stopwords')
from nltk.corpus import stopwords
import warnings
warnings.filterwarnings('ignore')
warnings.filterwarnings('ignore', category=DeprecationWarning)
from pandas import DataFrame, read_csv
import pandas as pd
pd.options.mode.chained_assignment = None # default='warn'
import warnings
import os
warnings.filterwarnings('ignore') # Let's not pay heed to them right now
%matplotlib inline
#For Scikit Regression:
from datetime import datetime
from sklearn import preprocessing
from sklearn.model_selection import KFold
from sklearn.metrics import mean_squared_error, r2_score
from keras.callbacks import ModelCheckpoint
from keras.models import Sequential
from keras.layers import Dense, Activation, Flatten
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestRegressor
from sklearn.metrics import mean_absolute_error
from matplotlib import pyplot as plt
import seaborn as sb
import matplotlib.pyplot as plt
import tensorflow as tf
%matplotlib notebook
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unable to import 'smart_open.gcs', disabling that module Using TensorFlow backend. [nltk_data] Downloading package stopwords to [nltk_data] /Users/nicoweiner/nltk_data... [nltk_data] Package stopwords is already up-to-date!
In [2]:
immodf = pd.read_csv("https://www.dropbox.com/s/04s1ptlkvy5l61s/FINAL_IMMOBILIENSCOUT24_03_05_20.csv?dl=1", sep=',', parse_dates=['Baujahr', 'Bezugsfrei_ab'], error_bad_lines=False, dtype='unicode', lineterminator='\n')
pd.options.display.max_columns = None
immodf.head(5)
Out[2]:
| ID | ScoutID | Typ | Kaufpreis | Provision | Energieeffizienzklasse | Objektzustand | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | Baujahr | Bezugsfrei_ab | Title | Beschreibung | Ausstattung | Lagebeschreibung | Sonstiges | PLZ | Stadt | Ortsteil | ScrapingDate1 | ScrapingDate2 | ScrapingDate3 | ScrapingDate4 | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | Objekt-Nr.: FB211 | Scout-ID: 115756801 | Bungalow | 518500.0 | Nein | A+ | Erstbezug | 3.0 | 160.0 | 1200.0 | 2020 | NaN | Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... | Das Baugrundstück befindet sich in Dauernheim,... | Kern-Haus baut individuelle und massive Archit... | 63691 | Ranstadt | Wetteraukreis | 2020-04-21 | NaN | NaN | NaN | 4 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 116853306 | Objekt-Nr.: 562020 | Scout-ID: 116853306 | Einfamilienhaus (freistehend) | 301667.0 | Nein | NaN | Erstbezug | 4.0 | 135.0 | 860.0 | NaN | NaN | Bauen statt Miete zahlen! Ihr neues Zuhause in... | Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... | In dem oben genannten Kaufpreis wurden die Kos... | Die Häuser werden auf realen Grundstücken ange... | Deutschland`s meistverkaufte Ausbauhäuser!\n\n... | 52385 | Nideggen | Düren | 2020-04-21 | NaN | NaN | NaN | 4 | 65.04 | 9945.0 | 4902.0 | 5043.0 | 153.0 | NaN |
| 2 | 116959865 | Objekt-Nr.: W16091 | Scout-ID: 116959865 | Einfamilienhaus (freistehend) | 225900.0 | Nein | A+ | Erstbezug | 3.0 | 76.0 | 612.0 | 2021 | NaN | Wohnen und leben auf einer Ebene! | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele mit Garderobe, B... | - Grundstück befindet sich in Elstertrebnitz i... | Kern-Haus\r\n\r\nKern-Haus baut individuelle u... | 04523 | Pegau | Leipzig | 2020-04-21 | 2020-04-25 | 2020-04-29 | NaN | 12 | 48.8 | 6288.0 | 3068.0 | 3220.0 | 129.0 | NaN |
| 3 | 116953174 | Scout-ID: 116953174 | Einfamilienhaus (freistehend) | 218659.0 | Nein | NaN | Erstbezug | 6.0 | 144.0 | 550.0 | 2020 | NaN | Das neue LifeStyle 14.03S ! Auch als Stadtvill... | Jeder von uns hat Träume. Ein eigenes Haus zu ... | ZERTIFIZIERTE QUALITÄT IN ALLEN BEREICHEN!\n\n... | Ich bin Ihr Ansprechpartner in Ihrer Region, w... | Profitieren Sie vom aktuell niedrigen Zinsnive... | 52428 | 52428 | Jülich | 2020-04-21 | 2020-04-25 | 2020-04-29 | NaN | 12 | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 116953218 | Scout-ID: 116953218 | Einfamilienhaus (freistehend) | 287200.0 | Nein | NaN | Erstbezug | 4.0 | 141.0 | 801.0 | NaN | NaN | Barriere freier Bungalow in Kehrigk , jetzt ko... | Dieses Angebot beinhaltet:\n\n- Projektiertes ... | Ein wahrliches traumhaftes Haus, was ihrer Fam... | Das Grundstück liegt in Kehrigk\n15859 Storkow... | Auch ohne Eigenkapital bauen !! \nProfitieren ... | 15859 | Storkow | Storkow | 2020-04-21 | 2020-04-25 | 2020-04-29 | NaN | 12 | NaN | NaN | NaN | NaN | NaN | NaN |
2. Run NFM Model to extract common topics in listing descriptions¶
2.1. Removing all German stopwords in the listing descriptions as we only want to extract the relevant words¶
In [3]:
stopWords = set (stopwords.words('german'))
print(len(stopWords))
print(stopWords)
232
{'jene', 'machen', 'das', 'die', 'hatten', 'meinen', 'muss', 'eines', 'damit', 'und', 'war', 'indem', 'welchen', 'können', 'des', 'hab', 'als', 'solcher', 'bei', 'am', 'welches', 'würde', 'allem', 'eure', 'ihre', 'dessen', 'in', 'welchem', 'nicht', 'zwischen', 'bin', 'manches', 'eine', 'seines', 'mein', 'wenn', 'hin', 'einig', 'jenen', 'anderer', 'ihm', 'manche', 'seine', 'ihnen', 'weiter', 'den', 'alle', 'musste', 'wirst', 'ihres', 'mancher', 'hier', 'deine', 'meinem', 'dasselbe', 'ihr', 'werde', 'einiges', 'du', 'solches', 'euer', 'kein', 'dazu', 'der', 'haben', 'einmal', 'eures', 'soll', 'werden', 'man', 'zum', 'einigen', 'es', 'jeder', 'doch', 'anders', 'dass', 'jetzt', 'seinen', 'ihrem', 'was', 'ander', 'aber', 'derselbe', 'dann', 'jedes', 'unseres', 'meiner', 'wie', 'anderes', 'unsere', 'andere', 'deiner', 'einer', 'keine', 'keiner', 'sind', 'keinen', 'vor', 'anderem', 'bis', 'mich', 'sollte', 'ihrer', 'einem', 'nun', 'so', 'im', 'eurer', 'deinen', 'sich', 'noch', 'diesen', 'denn', 'euren', 'seinem', 'unser', 'etwas', 'derer', 'unseren', 'anderm', 'anderr', 'ihren', 'sein', 'aus', 'gewesen', 'wieder', 'wo', 'eurem', 'solche', 'aller', 'während', 'desselben', 'dieser', 'zur', 'dieses', 'er', 'welcher', 'bist', 'viel', 'anderen', 'andern', 'diese', 'durch', 'meine', 'ich', 'deinem', 'wird', 'denselben', 'ins', 'mit', 'von', 'sehr', 'gegen', 'für', 'würden', 'keines', 'manchen', 'auf', 'sonst', 'könnte', 'ihn', 'kann', 'sie', 'jener', 'wollen', 'dem', 'weil', 'zwar', 'nur', 'solchen', 'warst', 'selbst', 'jedem', 'vom', 'ist', 'sondern', 'dir', 'demselben', 'welche', 'an', 'daß', 'einigem', 'seiner', 'diesem', 'zu', 'hatte', 'ob', 'allen', 'unserem', 'einen', 'dort', 'mir', 'uns', 'manchem', 'jenes', 'dieselben', 'oder', 'weg', 'da', 'euch', 'jeden', 'ohne', 'jede', 'solchem', 'unter', 'jenem', 'um', 'alles', 'dein', 'deines', 'einige', 'nach', 'wir', 'will', 'ein', 'über', 'dich', 'wollte', 'hinter', 'dies', 'nichts', 'habe', 'also', 'keinem', 'meines', 'waren', 'auch', 'hat', 'dieselbe', 'einiger', 'derselben'}
In [4]:
tfidf_vect = TfidfVectorizer(max_df=0.8, min_df=2, stop_words=stopWords, token_pattern='[a-zA-Z][a-zA-Z]{2,}')
doc_term_matrix = tfidf_vect.fit_transform(immodf['Beschreibung'].values.astype('U'))
2.2. Creating a probability matrix for topics¶
In [5]:
nmf = NMF(n_components=25, random_state=42)
nmf.fit(doc_term_matrix)
Out[5]:
NMF(alpha=0.0, beta_loss='frobenius', init=None, l1_ratio=0.0, max_iter=200,
n_components=25, random_state=42, shuffle=False, solver='cd', tol=0.0001,
verbose=0)
In [6]:
#retrieve the probability vector of words
first_topic = nmf.components_[1]
top_topic_words = first_topic.argsort()[-10:]
2.3. Extracting top words for 25 topics¶
In [7]:
#the words in the data grouped by topics
for i,topic in enumerate(nmf.components_):
print(f'Top words for topic #{i}:')
print([tfidf_vect.get_feature_names()[i] for i in topic.argsort()[-15:]])
print('\n')
Top words for topic #0: ['offene', 'giges', 'gig', 'dusche', 'kamin', 'wohnbereich', 'garten', 'ste', 'zugang', 'terrasse', 'wohn', 'gigen', 'essbereich', 'gige', 'gro'] Top words for topic #1: ['garageninnenhof', 'garagenraum', 'garagenkeller', 'garagenmiete', 'garagennebengeb', 'garagenneubau', 'garagennutzung', 'garagenparkplatz', 'garagenparzelle', 'garagenpl', 'garagenplatz', 'garagenplatzes', 'garagenkomplex', 'zzt', 'nan'] Top words for topic #2: ['wfl', 'wunschimmobilie', 'notarkosten', 'preisg', 'montag', 'nachlass', 'ausgabe', 'immobilienversteigerungs', 'kataloginfos', 'kataloges', 'versteigert', 'eur', 'sichern', 'verkehrswert', 'telefonnummer'] Top words for topic #3: ['mieter', 'insgesamt', 'derzeit', 'eur', 'mieteinnahmen', 'garagen', 'stellpl', 'drei', 'tze', 'jeweils', 'zwei', 'wohneinheiten', 'vermietet', 'mehrfamilienhaus', 'wohnungen'] Top words for topic #4: ['senden', 'interesse', 'eigent', 'pers', 'besichtigungstermin', 'nnen', 'vollst', 'immobilie', 'erhalten', 'expos', 'weitere', 'anfrage', 'informationen', 'bitte', 'gerne'] Top words for topic #5: ['sanierungsbed', 'glichkeiten', 'besteht', 'anwesen', 'garagen', 'genutzt', 'garage', 'vorhanden', 'werkstatt', 'befindet', 'anbau', 'gro', 'scheune', 'wohnhaus', 'grundst'] Top words for topic #6: ['zzgl', 'keller', 'bietet', 'einliegerwohnung', 'einfamilienhaus', 'einbauk', 'cksfl', 'insgesamt', 'verteilt', 'grundst', 'betr', 'baujahr', 'nutzfl', 'wohnfl', 'che'] Top words for topic #7: ['heizung', 'modernisiert', 'eingebaut', 'komplett', 'jahre', 'saniert', 'jahren', 'dach', 'jahr', 'neue', 'fenster', 'neu', 'erneuert', 'wurden', 'wurde'] Top words for topic #8: ['gepflegte', 'dhh', 'spitzboden', 'ruhiger', 'carport', 'grundst', 'moderne', 'stellplatz', 'neubau', 'garage', 'doppelhaus', 'haush', 'lften', 'lfte', 'doppelhaush'] Top words for topic #9: ['kostenlos', 'musterhaus', 'aussehen', 'wohnprojekt', 'besichtigt', 'annonce', 'abgebildete', 'abgebildet', 'hauszeichnung', 'hausarten', 'traumhaus', 'hung', 'glich', 'mietkaufdirekt', 'mieterh'] Top words for topic #10: ['bauweise', 'rmepumpe', 'preis', 'nnen', 'nschen', 'bauen', 'enthalten', 'schl', 'stein', 'nsche', 'grundst', 'ausstattung', 'kfw', 'inkl', 'user'] Top words for topic #11: ['wohnlage', 'nem', 'einliegerwohnung', 'befindet', 'wundersch', 'ner', 'terrasse', 'garage', 'nes', 'ruhiger', 'lage', 'einfamilienhaus', 'garten', 'nen', 'sch'] Top words for topic #12: ['lassen', 'ganze', 'wohnen', 'finden', 'genie', 'gen', 'ger', 'glichkeiten', 'gend', 'ausreichend', 'gem', 'nnen', 'familie', 'bietet', 'platz'] Top words for topic #13: ['balkon', 'zugang', 'terrasse', 'ste', 'wanne', 'abstellraum', 'diele', 'dusche', 'esszimmer', 'kinderzimmer', 'che', 'bad', 'wohnzimmer', 'schlafzimmer', 'flur'] Top words for topic #14: ['erreicht', 'hauses', 'dar', 'erstreckt', 'ebenfalls', 'ausgestattet', 'betreten', 'befindet', 'gen', 'treppe', 'gelangt', 'erreichen', 'gelangen', 'verf', 'ber'] Top words for topic #15: ['besichtigung', 'testens', 'beantragt', 'rund', 'accesskey', 'sowie', 'objektnr', 'app', 'portal', 'immoviewer', 'link', 'com', 'rundgang', 'tour', 'https'] Top words for topic #16: ['familienhaus', 'frei', 'geh', 'maisonette', 'derzeit', 'kaltmiete', 'dachgeschoss', 'befindet', 'erdgeschoss', 'gro', 'obergeschoss', 'balkon', 'zweifamilienhaus', 'vermietet', 'wohnung'] Top words for topic #17: ['liegt', 'steht', 'grundst', 'hlen', 'erdem', 'badezimmer', 'samt', 'verkauf', 'zweist', 'beheizt', 'ckige', 'zimmern', 'preis', 'euro', 'immobilie'] Top words for topic #18: ['ste', 'befinden', 'wanne', 'keller', 'vorhanden', 'weiteres', 'erdgeschoss', 'obergeschoss', 'drei', 'dachgeschoss', 'weitere', 'balkon', 'che', 'bad', 'zimmer'] Top words for topic #19: ['ger', 'che', 'schlafzimmer', 'zugang', 'drei', 'weitere', 'dachgeschoss', 'ume', 'badezimmer', 'befindet', 'obergeschoss', 'erdgeschoss', 'befinden', 'zwei', 'sowie'] Top words for topic #20: ['nutzung', 'wurde', 'gerne', 'tzlich', 'weitere', 'zus', 'pkw', 'stellpl', 'verkauf', 'tze', 'insgesamt', 'steht', 'stehen', 'verf', 'gung'] Top words for topic #21: ['tzt', 'ume', 'zentrum', 'genutzt', 'gewerbeeinheiten', 'gewerbe', 'ladenlokal', 'nutzfl', 'lage', 'vermietet', 'gewerbefl', 'gewerbeeinheit', 'wohn', 'ftshaus', 'gesch'] Top words for topic #22: ['kwh', 'ehemalige', 'befinden', 'baujahr', 'denkmalschutz', 'chen', 'genutzt', 'stallgeb', 'uden', 'hauptgeb', 'wohngeb', 'udes', 'nebengeb', 'geb', 'ude'] Top words for topic #23: ['voll', 'wohneinheiten', 'hierbei', 'energieausweis', 'erstellt', 'zweifamilienhaus', 'wurde', 'betr', 'zustand', 'befindet', 'geh', 'einfamilienhaus', 'angebotenen', 'handelt', 'objekt'] Top words for topic #24: ['zustand', 'gebaut', 'sofort', 'ren', 'befindet', 'direkt', 'garten', 'liegt', 'garage', 'voll', 'gibt', 'keller', 'geh', 'unterkellert', 'haus']
In [8]:
# Append new column with topics as numerical values
test = immodf
topic_values = nmf.transform(doc_term_matrix)
test['Topic'] = topic_values.argmax(axis=1)
test.head(3)
Out[8]:
| ID | ScoutID | Typ | Kaufpreis | Provision | Energieeffizienzklasse | Objektzustand | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | Baujahr | Bezugsfrei_ab | Title | Beschreibung | Ausstattung | Lagebeschreibung | Sonstiges | PLZ | Stadt | Ortsteil | ScrapingDate1 | ScrapingDate2 | ScrapingDate3 | ScrapingDate4 | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Topic | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | Objekt-Nr.: FB211 | Scout-ID: 115756801 | Bungalow | 518500.0 | Nein | A+ | Erstbezug | 3.0 | 160.0 | 1200.0 | 2020 | NaN | Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... | Das Baugrundstück befindet sich in Dauernheim,... | Kern-Haus baut individuelle und massive Archit... | 63691 | Ranstadt | Wetteraukreis | 2020-04-21 | NaN | NaN | NaN | 4 | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 1 | 116853306 | Objekt-Nr.: 562020 | Scout-ID: 116853306 | Einfamilienhaus (freistehend) | 301667.0 | Nein | NaN | Erstbezug | 4.0 | 135.0 | 860.0 | NaN | NaN | Bauen statt Miete zahlen! Ihr neues Zuhause in... | Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... | In dem oben genannten Kaufpreis wurden die Kos... | Die Häuser werden auf realen Grundstücken ange... | Deutschland`s meistverkaufte Ausbauhäuser!\n\n... | 52385 | Nideggen | Düren | 2020-04-21 | NaN | NaN | NaN | 4 | 65.04 | 9945.0 | 4902.0 | 5043.0 | 153.0 | NaN | 12 |
| 2 | 116959865 | Objekt-Nr.: W16091 | Scout-ID: 116959865 | Einfamilienhaus (freistehend) | 225900.0 | Nein | A+ | Erstbezug | 3.0 | 76.0 | 612.0 | 2021 | NaN | Wohnen und leben auf einer Ebene! | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele mit Garderobe, B... | - Grundstück befindet sich in Elstertrebnitz i... | Kern-Haus\r\n\r\nKern-Haus baut individuelle u... | 04523 | Pegau | Leipzig | 2020-04-21 | 2020-04-25 | 2020-04-29 | NaN | 12 | 48.8 | 6288.0 | 3068.0 | 3220.0 | 129.0 | NaN | 24 |
2.4. Give suitable topics a title¶
Considering the output of the 25 topics above, we now select the ones that make sense and are suitable and categorize them with a name. The category name tells what a house description is focusing on. The ones that are do not make sense are later being dropped.
In [9]:
# Insert the output in dataset as new variables
test.Topic = test.Topic.astype('str')
test.Topic = test.Topic.replace(['1'],'garage')
test.Topic = test.Topic.replace(['2'],'house_auction')
test.Topic = test.Topic.replace(['3', '16'],'multi_dwelling')
test.Topic = test.Topic.replace(['4'],'house_viewing')
test.Topic = test.Topic.replace(['7'],'renovated')
test.Topic = test.Topic.replace(['13'],'house_layout')
test.Topic = test.Topic.replace(['5', '22'],'courtyard_estate')
In [10]:
test = test.astype('str')
In [11]:
test
Out[11]:
| ID | ScoutID | Typ | Kaufpreis | Provision | Energieeffizienzklasse | Objektzustand | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | Baujahr | Bezugsfrei_ab | Title | Beschreibung | Ausstattung | Lagebeschreibung | Sonstiges | PLZ | Stadt | Ortsteil | ScrapingDate1 | ScrapingDate2 | ScrapingDate3 | ScrapingDate4 | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Topic | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | Objekt-Nr.: FB211 | Scout-ID: 115756801 | Bungalow | 518500.0 | Nein | A+ | Erstbezug | 3.0 | 160.0 | 1200.0 | 2020 | nan | Zeitlose Ästhetik im Bauhaus-Stil! Jetzt Onlin... | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele, Bad, Dusche, Ha... | Das Baugrundstück befindet sich in Dauernheim,... | Kern-Haus baut individuelle und massive Archit... | 63691 | Ranstadt | Wetteraukreis | 2020-04-21 | nan | nan | nan | 4 | nan | nan | nan | nan | nan | nan | 0 |
| 1 | 116853306 | Objekt-Nr.: 562020 | Scout-ID: 116853306 | Einfamilienhaus (freistehend) | 301667.0 | Nein | nan | Erstbezug | 4.0 | 135.0 | 860.0 | nan | nan | Bauen statt Miete zahlen! Ihr neues Zuhause in... | Das LifeStyle 13.10 S bietet Ihnen und Ihrer F... | In dem oben genannten Kaufpreis wurden die Kos... | Die Häuser werden auf realen Grundstücken ange... | Deutschland`s meistverkaufte Ausbauhäuser!\n\n... | 52385 | Nideggen | Düren | 2020-04-21 | nan | nan | nan | 4 | 65.04 | 9945.0 | 4902.0 | 5043.0 | 153.0 | nan | 12 |
| 2 | 116959865 | Objekt-Nr.: W16091 | Scout-ID: 116959865 | Einfamilienhaus (freistehend) | 225900.0 | Nein | A+ | Erstbezug | 3.0 | 76.0 | 612.0 | 2021 | nan | Wohnen und leben auf einer Ebene! | +++Gerne bietet Kern-Haus Ihnen eine umfangrei... | 3 Zimmer, offene Küche, Diele mit Garderobe, B... | - Grundstück befindet sich in Elstertrebnitz i... | Kern-Haus\r\n\r\nKern-Haus baut individuelle u... | 04523 | Pegau | Leipzig | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | 48.8 | 6288.0 | 3068.0 | 3220.0 | 129.0 | nan | 24 |
| 3 | 116953174 | Scout-ID: 116953174 | Einfamilienhaus (freistehend) | 218659.0 | Nein | nan | Erstbezug | 6.0 | 144.0 | 550.0 | 2020 | nan | Das neue LifeStyle 14.03S ! Auch als Stadtvill... | Jeder von uns hat Träume. Ein eigenes Haus zu ... | ZERTIFIZIERTE QUALITÄT IN ALLEN BEREICHEN!\n\n... | Ich bin Ihr Ansprechpartner in Ihrer Region, w... | Profitieren Sie vom aktuell niedrigen Zinsnive... | 52428 | 52428 | Jülich | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | nan | nan | nan | nan | nan | nan | 10 |
| 4 | 116953218 | Scout-ID: 116953218 | Einfamilienhaus (freistehend) | 287200.0 | Nein | nan | Erstbezug | 4.0 | 141.0 | 801.0 | nan | nan | Barriere freier Bungalow in Kehrigk , jetzt ko... | Dieses Angebot beinhaltet:\n\n- Projektiertes ... | Ein wahrliches traumhaftes Haus, was ihrer Fam... | Das Grundstück liegt in Kehrigk\n15859 Storkow... | Auch ohne Eigenkapital bauen !! \nProfitieren ... | 15859 | Storkow | Storkow | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | nan | nan | nan | nan | nan | nan | 10 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 48877 | 37000048 | Scout-ID: 37000048 | Besondere Immobilie | 239000.0 | Nein | nan | Modernisiert | 10.0 | 212.0 | 646.0 | nan | nan | Mehrfamilienhaus im Wintersportzentrum Oberhof... | Erdgeschoß: 2 Zimmer + Küche + Bad\r\nhochwert... | Erdgeschoss: mit Einbauküche und Kamin und Zug... | Stadtzentrum/Fußgängerzone\r\nEntfernung zum B... | Bei Interesse kontaktieren Sie mich bitte tele... | 98559 | Oberhof | Schmalkalden-Meiningen | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | 23.4 | 1608.0 | 788.0 | 820.0 | 69.0 | nan | 18 |
| 48878 | 36788963 | Scout-ID: 36788963 | Doppelhaushälfte | 188500.0 | Nein | nan | Erstbezug | 6.0 | 164.0 | 339.0 | nan | 2020 | Spitzenlage - unverbaubaurer Weitblick - Provi... | Große Doppelhaushälfte mit noch frei zu gestal... | Sehr umfangreiche Ausstattung und hochwertige ... | Unverbaubare Aussicht über die Stadt, weite Fe... | Die Heizungstechnik ist noch frei wählbar.\nDe... | 55606 | Kirn | Bad Kreuznach | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | 16.53 | 8193.0 | 3987.0 | 4206.0 | 496.0 | nan | 8 |
| 48879 | 36713355 | Objekt-Nr.: 1477028 | Scout-ID: 36713355 | Einfamilienhaus (freistehend) | 169000.0 | Nein | nan | Neuwertig | 3.0 | 96.0 | 380.0 | 2002 | kurzfristig | Heidekrug - wunderschöner freistehender Bungalow | Unser schöner, freistehender Bungalow ist sofo... | nan | nan | Besichtigungen sind nach Absprache möglich. | 14770 | Brandenburg | Altstadt | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | nan | nan | nan | nan | nan | nan | 11 |
| 48880 | 36652956 | Scout-ID: 36652956 | Bauernhaus | 2650000.0 | Nein | nan | Modernisiert | 18.0 | 300.0 | 6000.0 | 2000 | nach Verhandlung | Einzigartiges Objekt - ehemaliger Bauernhof - ... | Ehemaliger Bauernhof.\nSehr großes und einziga... | Solide gepflegte Ausstattung. Das Haus ist vol... | Vom Haus erreichen Sie in 5 Minuten den BAB An... | Ohne Maklerkosten!!!\nEinzigartiges Objekt | 61197 | Florstadt | Wetteraukreis | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | 39.6 | 8753.0 | 4328.0 | 4425.0 | 221.0 | nan | 0 |
| 48881 | 35588847 | Scout-ID: 35588847 | Bauernhaus | 109000.0 | Nein | nan | Renovierungsbedürftig | 10.0 | 300.0 | 2000.0 | 1900 | nan | Bauernhof, gewerbl.Nutzung, auch für Pferdelie... | Der Bauernhof befindet sich auf einer Fläche v... | nan | Das Gehöft liegt im Ortskern von Meuro, Kreis ... | Zusätzlich können noch bis zu 49 ha Land dazug... | 06905 | Bad | Meuro | 2020-04-21 | 2020-04-25 | 2020-04-29 | nan | 12 | nan | nan | nan | nan | nan | nan | courtyard_estate |
48882 rows × 32 columns
3. Import results of LIWC analysis & merge with Immoscout data¶
Outside of this notebook, the program LIWC2015 has been purchased which allowed to run multi-level linguistic analysis on the listing descriptions. The analysis has been conducted within the program LIWC2015, resulting in a new dataset with new columns that indicate the level of various linguistic features and sentiment. For more details on the particular linguistic feature, see: https://liwc.wpengine.com/compare-dictionaries/
In [12]:
liwc1 = pd.read_csv("https://www.dropbox.com/s/yse4stsaf42aeo9/LIWC2015%20Results%20%28FINAL_IMMOBILIENSCOUT24_03_05_20.csv%29.csv?dl=1", sep=',', error_bad_lines=False, dtype='unicode', lineterminator='\n')
pd.options.display.max_columns = None
In [13]:
liwc2 = liwc1
liwc2 = liwc2.drop(['B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z', 'AA', 'AB', 'AC', 'AD', 'AE', 'filler\r'], axis=1)
liwc2 = liwc2.astype('str')
liwc2
Out[13]:
| A | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.00 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.00 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 1 | 116853306 | 162 | 93.82 | 45.10 | 1.00 | 25.77 | 13.50 | 35.19 | 4.94 | 0.62 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 1.23 | 0.62 | 0.62 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.62 | 0.00 | 1.23 | 0.62 | 0.00 | 0.00 | 0.62 |
| 2 | 116959865 | 94 | 93.26 | 50.00 | 1.00 | 45.30 | 11.75 | 28.72 | 7.45 | 1.06 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 3.19 | 2.13 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.13 | 0.00 | 0.00 | 0.00 | 1.06 | 1.06 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 3 | 116953174 | 148 | 94.42 | 50.00 | 1.00 | 51.03 | 13.45 | 37.16 | 6.76 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 0.68 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 4 | 116953218 | 86 | 93.26 | 50.00 | 1.00 | 47.26 | 4.53 | 43.02 | 5.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 1.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 2.33 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 0.00 | 0.00 | 1.16 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 56632 | 37000048 | 70 | 93.26 | 50.00 | 1.00 | 1.91 | 35.00 | 38.57 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 56633 | 36788963 | 87 | 94.26 | 50.00 | 1.61 | 25.77 | 12.43 | 27.59 | 20.69 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 1.15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 8.05 | 0.00 | 0.00 | 0.00 | 1.15 | 0.00 | 0.00 | 8.05 | 2.30 | 0.00 | 0.00 | 0.00 | 2.30 |
| 56634 | 36713355 | 61 | 93.26 | 37.15 | 1.71 | 25.77 | 7.62 | 39.34 | 14.75 | 1.64 | 1.64 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.92 | 0.00 | 0.00 | 0.00 | 1.64 | 0.00 | 0.00 | 3.28 | 1.64 | 0.00 | 1.64 | 0.00 | 0.00 |
| 56635 | 36652956 | 71 | 93.26 | 55.59 | 1.00 | 25.77 | 5.46 | 39.44 | 7.04 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.41 | 1.41 | 1.41 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 1.41 | 0.00 | 0.00 |
| 56636 | 35588847 | 58 | 94.72 | 50.00 | 1.00 | 25.77 | 19.33 | 22.41 | 10.34 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.72 | 1.72 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
56637 rows × 57 columns
In [14]:
liwc2_merged = pd.merge(test, liwc2, how="left", left_on="ID", right_on="A")
In [15]:
liwc2_merged = liwc2_merged.drop(['A', 'ScoutID', 'Provision', 'Bezugsfrei_ab', 'Title', 'Beschreibung', 'Ausstattung', 'Lagebeschreibung', 'Sonstiges', 'PLZ', 'Ortsteil', 'ScrapingDate1', 'ScrapingDate2', 'ScrapingDate3', 'ScrapingDate4'], axis=1)
In [16]:
liwc2_merged
Out[16]:
| ID | Typ | Kaufpreis | Energieeffizienzklasse | Objektzustand | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | Baujahr | Stadt | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Topic | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | Bungalow | 518500.0 | A+ | Erstbezug | 3.0 | 160.0 | 1200.0 | 2020 | Ranstadt | 4 | nan | nan | nan | nan | nan | nan | 0 | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.00 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.00 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 1 | 116853306 | Einfamilienhaus (freistehend) | 301667.0 | nan | Erstbezug | 4.0 | 135.0 | 860.0 | nan | Nideggen | 4 | 65.04 | 9945.0 | 4902.0 | 5043.0 | 153.0 | nan | 12 | 162 | 93.82 | 45.10 | 1.00 | 25.77 | 13.50 | 35.19 | 4.94 | 0.62 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 1.23 | 0.62 | 0.62 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.62 | 0.00 | 1.23 | 0.62 | 0.00 | 0.00 | 0.62 |
| 2 | 116959865 | Einfamilienhaus (freistehend) | 225900.0 | A+ | Erstbezug | 3.0 | 76.0 | 612.0 | 2021 | Pegau | 12 | 48.8 | 6288.0 | 3068.0 | 3220.0 | 129.0 | nan | 24 | 94 | 93.26 | 50.00 | 1.00 | 45.30 | 11.75 | 28.72 | 7.45 | 1.06 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 3.19 | 2.13 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.13 | 0.00 | 0.00 | 0.00 | 1.06 | 1.06 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 3 | 116953174 | Einfamilienhaus (freistehend) | 218659.0 | nan | Erstbezug | 6.0 | 144.0 | 550.0 | 2020 | 52428 | 12 | nan | nan | nan | nan | nan | nan | 10 | 148 | 94.42 | 50.00 | 1.00 | 51.03 | 13.45 | 37.16 | 6.76 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 0.68 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 4 | 116953218 | Einfamilienhaus (freistehend) | 287200.0 | nan | Erstbezug | 4.0 | 141.0 | 801.0 | nan | Storkow | 12 | nan | nan | nan | nan | nan | nan | 10 | 86 | 93.26 | 50.00 | 1.00 | 47.26 | 4.53 | 43.02 | 5.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 1.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 2.33 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 0.00 | 0.00 | 1.16 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 53221 | 37000048 | Besondere Immobilie | 239000.0 | nan | Modernisiert | 10.0 | 212.0 | 646.0 | nan | Oberhof | 12 | 23.4 | 1608.0 | 788.0 | 820.0 | 69.0 | nan | 18 | 70 | 93.26 | 50.00 | 1.00 | 1.91 | 35.00 | 38.57 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 53222 | 36788963 | Doppelhaushälfte | 188500.0 | nan | Erstbezug | 6.0 | 164.0 | 339.0 | nan | Kirn | 12 | 16.53 | 8193.0 | 3987.0 | 4206.0 | 496.0 | nan | 8 | 87 | 94.26 | 50.00 | 1.61 | 25.77 | 12.43 | 27.59 | 20.69 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 1.15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 8.05 | 0.00 | 0.00 | 0.00 | 1.15 | 0.00 | 0.00 | 8.05 | 2.30 | 0.00 | 0.00 | 0.00 | 2.30 |
| 53223 | 36713355 | Einfamilienhaus (freistehend) | 169000.0 | nan | Neuwertig | 3.0 | 96.0 | 380.0 | 2002 | Brandenburg | 12 | nan | nan | nan | nan | nan | nan | 11 | 61 | 93.26 | 37.15 | 1.71 | 25.77 | 7.62 | 39.34 | 14.75 | 1.64 | 1.64 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.92 | 0.00 | 0.00 | 0.00 | 1.64 | 0.00 | 0.00 | 3.28 | 1.64 | 0.00 | 1.64 | 0.00 | 0.00 |
| 53224 | 36652956 | Bauernhaus | 2650000.0 | nan | Modernisiert | 18.0 | 300.0 | 6000.0 | 2000 | Florstadt | 12 | 39.6 | 8753.0 | 4328.0 | 4425.0 | 221.0 | nan | 0 | 71 | 93.26 | 55.59 | 1.00 | 25.77 | 5.46 | 39.44 | 7.04 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.41 | 1.41 | 1.41 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 1.41 | 0.00 | 0.00 |
| 53225 | 35588847 | Bauernhaus | 109000.0 | nan | Renovierungsbedürftig | 10.0 | 300.0 | 2000.0 | 1900 | Bad | 12 | nan | nan | nan | nan | nan | nan | courtyard_estate | 58 | 94.72 | 50.00 | 1.00 | 25.77 | 19.33 | 22.41 | 10.34 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.72 | 1.72 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
53226 rows × 74 columns
In [17]:
liwc3_merged = liwc2_merged.set_index('ID')
4. Dummifying categorical variables¶
This is necessary for the correlation and regression analysis. For each value of a categorical variable like "Objektzustand" (condition of the house), a new column is created with boolean values 0 = False and 1 = True.
In [18]:
dummydf = liwc3_merged
dummydf1 = pd.concat([dummydf, pd.get_dummies(dummydf['Typ'])], axis=1)
dummydf2 = pd.concat([dummydf1, pd.get_dummies(dummydf['Energieeffizienzklasse'])], axis=1)
dummydf3 = pd.concat([dummydf2, pd.get_dummies(dummydf['Objektzustand'])], axis=1)
dummydf4 = pd.concat([dummydf3, pd.get_dummies(dummydf['Baujahr'])], axis=1)
dummydf5 = pd.concat([dummydf4, pd.get_dummies(dummydf['Stadt'])], axis=1)
dummydf6 = pd.concat([dummydf5, pd.get_dummies(dummydf['Topic'])], axis=1)
dummydf_clean = dummydf6
dummydf_clean.head(3)
Out[18]:
| Typ | Kaufpreis | Energieeffizienzklasse | Objektzustand | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | Baujahr | Stadt | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Topic | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | Bauernhaus | Besondere Immobilie | Bungalow | Burg/Schloss | Doppelhaushälfte | Einfamilienhaus (freistehend) | Mehrfamilienhaus | Reiheneckhaus | Reihenmittelhaus | Villa | Wohnimmobilie (sonstige) | nan | A | A+ | B | C | D | E | F | G | H | nan | Abbruchreif | Erstbezug | Erstbezug nach Sanierung | Gepflegt | Modernisiert | Nach Vereinbarung | Neuwertig | Renovierungsbedürftig | Saniert | Vollständig renoviert | nan | 1058 | 1070 | 1111 | 1195 | 1245 | 1254 | 1265 | 1299 | 1309 | 1340 | 1355 | 1390 | 1400 | 1411 | 1416 | 1423 | 1426 | 1439 | 1456 | 1470 | 1480 | 1489 | 1490 | 1492 | 1496 | 1500 | 1501 | 1502 | 1503 | 1504 | 1506 | 1509 | 1513 | 1520 | 1523 | 1527 | 1530 | 1533 | 1540 | 1542 | 1549 | 1550 | 1553 | 1555 | 1556 | 1557 | 1565 | 1568 | 1569 | 1570 | 1577 | 1578 | 1580 | 1581 | 1582 | 1584 | 1590 | 1595 | 1596 | 1599 | 1600 | 1601 | 1602 | 1604 | 1606 | 1608 | 1609 | 1611 | 1614 | 1615 | 1617 | 1618 | 1620 | 1621 | 1622 | 1623 | 1625 | 1626 | 1628 | 1630 | 1634 | 1635 | 1636 | 1637 | 1639 | 1640 | 1642 | 1644 | 1645 | 1646 | 1648 | 1650 | 1652 | 1653 | 1654 | 1655 | 1660 | 1665 | 1666 | 1667 | 1670 | 1672 | 1674 | 1679 | 1680 | 1682 | 1685 | 1686 | 1687 | 1688 | 1689 | 1690 | 1691 | 1692 | 1694 | 1696 | 1697 | 1698 | 1699 | 1700 | 1701 | 1703 | 1707 | 1708 | 1710 | 1711 | 1712 | 1713 | 1714 | 1715 | 1716 | 1719 | 1720 | 1721 | 1722 | 1724 | 1725 | 1726 | 1727 | 1728 | 1729 | 1730 | 1732 | 1733 | 1735 | 1736 | 1737 | 1738 | 1739 | 1740 | 1741 | 1742 | 1743 | 1744 | 1745 | 1746 | 1747 | 1749 | 1750 | 1751 | 1752 | 1753 | 1754 | 1755 | 1756 | 1757 | 1758 | 1759 | 1760 | 1761 | 1763 | 1764 | 1765 | 1766 | 1767 | 1768 | 1769 | 1770 | 1771 | 1772 | 1773 | 1774 | 1775 | 1776 | 1777 | 1778 | 1779 | 1780 | 1781 | 1782 | 1783 | 1784 | 1785 | 1786 | 1787 | 1788 | 1789 | 1790 | 1791 | 1792 | 1793 | 1794 | 1795 | 1796 | 1797 | 1798 | 1799 | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | 1809 | 1810 | 1811 | 1812 | 1813 | 1814 | 1815 | 1816 | 1817 | 1818 | 1819 | 1820 | 1821 | 1822 | 1823 | 1824 | 1825 | 1826 | 1827 | 1828 | 1829 | 1830 | 1831 | 1832 | 1833 | 1834 | 1835 | 1836 | 1837 | 1838 | 1839 | 1840 | 1841 | 1842 | 1843 | 1844 | 1845 | 1846 | 1847 | 1848 | 1849 | 1850 | 1851 | 1852 | 1853 | 1854 | 1855 | 1856 | 1857 | 1858 | 1859 | 1860 | 1861 | 1862 | 1863 | 1864 | 1865 | 1866 | 1867 | 1868 | 1869 | 1870 | 1871 | 1872 | 1873 | 1874 | 1875 | 1876 | 1877 | 1878 | 1879 | 1880 | 1881 | 1882 | 1883 | 1884 | 1885 | 1886 | 1887 | 1888 | 1889 | 1890 | 1891 | 1892 | 1893 | 1894 | 1895 | 1896 | 1897 | 1898 | 1899 | 1900 | 1901 | 1902 | 1903 | 1904 | 1905 | 1906 | 1907 | 1908 | 1909 | 1910 | 1911 | 1912 | 1913 | 1914 | 1915 | 1916 | 1917 | 1918 | 1919 | 1920 | 1921 | 1922 | 1923 | 1924 | 1925 | 1926 | 1927 | 1928 | 1929 | 1930 | 1931 | 1932 | 1933 | 1934 | 1935 | 1936 | 1937 | 1938 | 1939 | 1940 | 1941 | 1942 | 1943 | 1944 | 1945 | 1946 | 1947 | 1948 | 1949 | 1950 | 1951 | 1952 | 1953 | 1954 | 1955 | 1956 | 1957 | 1958 | 1959 | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 5410 | 5992 | nan | 26434 | 35216 | 39619 | 52379 | 52428 | 52531 | 73733 | 87600 | 88400 | 98593 | A-Ebingen | AHRENSBURG | ALTENSTADT | ALZEY | Aachen | Aachen-Kornelimünster | Aachen-Walheim | Aalen | Aalen-Unterkochen | Aalen-Wasseralfingen | Aarbergen | Abbenrode | Abbesbüttel | Abenberg | Abensberg | Absberg | Abstatt | Abtsgmünd | Abtshagen | Achern | Achim | Achim-Baden | Achkarren | Achmühle | Achstetten | Acht | Achtelsbach | Achterwehr | Achtrup | Adelberg | Adelebsen | Adelheide | Adelheidsdorf | Adelmannsfelden | Adelsdorf | Adelsheim | Adelshofen | Adelsried | Adelzhausen | Adenau | Adenbüttel | Adendorf | Adenstedt | Adlkofen | Admannshagen-Bargeshagen | Adorf | Adorf/Vogtland | Aebtissinwisch | Aerzen | Affalterbach | Aglasterhausen | Ahaus | Ahaus-Ottenstein | Ahaus-Wessum | Ahausen | Ahlbeck | Ahlden | Ahlen | Ahlen-Vorhelm | Ahlerstedt | Ahlsdorf | Ahnatal | Ahnsbeck | Ahnsen | Aholfing | Aholming | Ahorn | Ahorn-Berolzheim | Ahornberg | Ahrbrück | Ahrensburg | Ahrensbök | Ahrensfelde | Ahrensfelde-Blumberg | Ahrenshagen | Ahrenshagen-Daskow | Ahrenshoop | Ahrenviöl | Ahrweiler | Aicha | Aichach | Aichhalden | Aichtal | Aichtal-Neuenhaus | Aichwald | Aichwald-Schanbach | Aidenbach | Aidlingen | Ailertchen | Ailterchen | Aindling | Aistaig | Aiterhofen | Aitrach | Aken | Albbruck | Albeck | Albersdorf | Albershausen | Albersweiler | Albertshofen | Albingshausen | Albisheim | Albstadt | Albstadt-Ebingen | Albstadt-Lautlingen | Albstadt-Onstmettingen | Albstadt-Tailfingen | Aldenhoven | Aldersbach | Aldingen | Alfdorf | Alfeld | Alfeld(Leine) | Alfeld-Brunkensen | Alfeld/Leine | Alfhausen | Alflen | Alfstedt | Alfter | Alfter-Impekoven | Alfter-Oedekoven | Alfter-Witterschlick | Algermissen | Alheim | Alheim-Heinebach | Aligse | Alikendorf | Allenbach | Allendorf | Allensbach | Alleringersleben | Allersberg | Allershausen | Alling | Allmannshofen | Allmendingen | Allmersbach | Allrode | Allstedt | Almersbach | Alpen | Alpenrod | Alpirsbach | Alsbach-Hähnlein | Alsdorf | Alsdorf-Blumenrath | Alsdorf-Zopp | Alsenz | Alsfeld | Alsheim | Alsleben | Alstätte | Alt | Alt-Glienicke | Altbach | Altbach-Losburg | Altdorf | Altdöbern | Altefähr | Alteglofsheim | Alten-Buseck | Altena | Altenahr | Altenau | Altenbeken | Altenberg | Altenberge | Altenbuch | Altenburg | Altendiez | Altendorf | Altenglan | Altengottern | Altenhausen | Altenhof | Altenholz | Altenkessel | Altenkirchen | Altenkrempe | Altenkunstadt | Altenmarkt | Altenmedingen | Altenmünster | Altenpleen | Altenriet | Altenstadt | Altenstadt-Illereichen | Altenstadt-Untereichen | Altenstadt-Waldsiedlung | Altensteig | Altensteig-Wart | Altenthann | Altentreptow | Altenwalde | Alterkülz | Alterkülz/Kastellaun | Altfraunhofen | Altgandersheim | Altheim | Altheim-Essenbach | Althengstett | Althengstett/Neuhengstett | Althenstett | Althornbach | Althütte | Althüttendorf | Altingen | Altjessnitz | Altkalen | Altlandsberg | Altlay | Altleiningen | Altlußheim | Altmannstein | Altmannstein-Mendorf | Altmärkische | Altomünster | Altranft | Altrip | Altshausen | Altstadt | Altstrelitz | Altusried | Altwigshagen | Altötting | Alzenau | Alzey | Alzey-Heimersheim | Alzey-Weinheim | Alzey-Worms | Alzheim | Am | Amberg | Amelinghausen | Amerdingen | Ammerbuch | Ammersbek | Ammerthal | Amorbach | Ampfing | Ampfurt | Ampleben | Amstetten | Amt | Amöneburg | Andechs | Anderbeck | Andernach | Angelbachtal | Angelburg | Angelburg-Lixfeld | Anger | Angermünde | Angersdorf | Anhalt-Bitterfeld | Anhausen | Ankershagen | Anklam | Ankum | Annaberg | Annaberg-Buchholz | Annaburg | Annahütte | Annweiler | Anrode | Ansbach | Antdorf | Antrifttal | Antweiler | Apelern | Apen | Apenburg | Apensen | Apfeldorf | Apfeltrach | Apolda | Appel | Appen | Appenweier | Appertshofen | Archsum | Arendsee | Aresing | Arft | Argenbühl | Argenschwang | Argenthal | Arkebek | Armstorf | Arnbruck | Arneburg | Arnsberg | Arnsberg- | Arnsberg-Arnsberg | Arnsberg-Voßwinkel | Arnschwang | Arnsdorf | Arnstadt | Arnstein | Arnstorf | Arrach | Arsten | Artern | Artern/Unstrut | Artlenburg | Arzbach | Arzberg | Arzfeld | Asbach | Asbach-Bäumenheim | Aschaffenburg | Aschau | Ascheberg | Ascheberg-Herbern | Ascheffel | Aschendorf | Aschersleben | Asendorf | Aspenstedt | Asperg | Aspisheim | Asslar | Atenstadt | Attendorn | Attenhofen | Attenkirchen | Attenweiler | Attenweiler-Rupertshofen | Atzelgift | Atzendorf | Au | Aubing | Aubstadt | Auderath | Aue | Aue- | Aue-Bad | Auen | Auenwald | Auerbach | Auerbach/Vogtland | Auernheim | Auerswalde | Auetal | Auetal-Rehren | Augsburg | Augsburg-Bärenkeller | Augustdorf | Augustusburg | Auhagen | Aukrug | Aulendorf | Aulosen | Auma | Auma-Weidatal | Aumühle | Aurach | Aurachtal | Aurich | Ausleben | Auw | Aventoft | Averlak | Axstedt | Aying | Ayl | Aystetten | Aßlar | Aßlar-Ortsteil | Aßlar-Werdorf | B | BAD | BD-Öfingen | BERLIN | Baar | Baar-Ebenhausen | Baar-Oberbaar | Babenhausen | Babensham | Bach | Bacharach | Bachhagel | Backnang | Bad | Bad-Breisig | Bad-Rippoldsau-Schapbach | Badbergen | Baddeckenstedt | Badeborn | Baden | Baden-Baden | Baden-Baden-Steinbach | Baden-Württemberg | Badendorf | Badenweiler | Badra | Baesweiler | Baesweiler-Beggendorf | Baesweiler-Setterich | Bahlingen | Bahrdorf | Bahrenborstel | Bahretal | Baienfurt | Baierbach | Baierbrunn | Baiern | Baiersbronn | Baiersdorf | Baindt | Baldham | Balesfeld | Balge | Balgheim | Balingen | Balingen-Dürrwangen | Balingen-Frommern | Balingen-Heselwangen | Balingen-Zillhausen | Balje | Ballendorf | Ballenstedt | Ballhausen | Ballrechten-Dottingen | Balve | Balzhausen | Bamberg | Bammental | Bandau | Bandekow | Bandelin | Bandenitz | Bann | Bannberscheid | Bannewitz | Barbing | Barby | Barchfeld-Immelborn | Bardowick | Barenburg | Barendorf | Bargau | Bargenstedt | Bargfeld-Stegen | Bargischow | Bargstall | Bargstedt | Bargteheide | Bargum | Barkenholm | Barleben | Barlt | Barmke | Barmstedt | Barner | Barnim-Wandlitz | Barnin | Barnitz | Barnstädt | Barntrup | Barsbek | Barsbüttel | Barsinghausen | Barsinghausen-Goltern | Barsinghausen-Kirchdorf | Barsinghausen-Langreder | Bartenshagen | Bartenshagen-Parkentin | Barth | Bartholomä | Bartow | Barum | Baruth | Baruth/Mark | Barßel | Basedow | Bassenheim | Bassum | Basthorst | Bastorf | Battenberg | Battweiler | Baumholder | Baunatal | Bautzen | Bayerbach | Bayerfeld-Steckweiler | Bayerisch | Bayern | Bayreuth | Bebenhausen | Bebra | Becherbach | Bechhofen | Bechstedt-Wagd | Bechtheim | Beckdorf | Beckedorf | Beckeln | Beckerwitz | Beckingen | Beckingen-Honzrath | Beckingen-Saarfels | Beckum | BeckumBeckum | Bedburg | Bedburg-Grottenherten | Bedburg-Hau | Bedburg-Kaster | Bedburg-Königshoven | Beedenbostel | Beelen | Beelitz | Beerfelden | Beesenstedt | Beeskow | Beetzendorf | Beetzsee | Beggerow | Behrensdorf | Behrenshagen | Behrenwalde | Beidendorf | Beidenfleth | Beiersdorf | Beiersdorf-Freudenberg | Beierstedt | Beilngries | Beilrode | Beilstein | Beimerstetten | Beindersheim | Beinerstadt | Beldorf | Belgern | Belgern-Schildau | Belgernshain | Belgershain | Bell | Bellenberg | Bellheim | Bellingen | Belm | Beltheim | Beltheim-Frankweiler | Belum | Belzig | Bempflingen | Bendestorf | Bendfeld | Bendorf | Bengel | Benitatxell | Benitz | Benneckenstein | Bennewitz | Benningen | Bensdorf | Bensheim | Bensheim-Gronau | Benthe | Bentwisch | Bentzin | Benz | Beratzhausen | Berching | Berchtesgaden | Berenbrock | Berg | Berg-Kempfenhausen | Berg/Sibichhausen | Berga | Berge | Bergen | Bergenhausen | Bergenhusen | Bergfeld | Bergheim | Bergheim-Glessen | Bergheim-Kenten | Bergheim-Quadrath-Ichendorf | Bergheim-Zieverich | Berghülen | Bergisch | Bergisch-Gladbach | Bergkamen | Bergkamen- | Bergkamen-Overberge | Bergkirchen | Berglen | Bergneustadt | Bergrheinfeld | Bergsich | Beringstedt | Berk | Berka/Werra | Berkatal | Berkenbrück | Berkheim | Berkholz-Meyenburg | Berl.10 | Berlichingen | Berlin | Berlin- | Berlin-Alt-Hohenschönhausen | Berlin-Altglienicke | Berlin-Biesdorf | Berlin-Blankenburg | Berlin-Bohnsdorf | Berlin-Buckow | Berlin-Dahlem | Berlin-Frohnau | Berlin-Gropiusstadt | Berlin-Heiligensee | Berlin-Hellersdorf | Berlin-Karolinenhof | Berlin-Karow | Berlin-Kaulsdorf | Berlin-Kladow | Berlin-Lichtenrade | Berlin-Lichterfelde | Berlin-Lichterfelde-Ost | Berlin-Mahlsdorf | Berlin-Mariendorf | Berlin-Marzahn | Berlin-Müggelheim | Berlin-Neukölln | Berlin-Niederschönhausen | Berlin-Pankow | Berlin-Rahnsdorf | Berlin-Rudow | Berlin-Spandau | Berlin-Staaken | Berlin-Steglitz | Berlin-Tegel | Berlin-Treptow | Berlin-Wannsee | Berlin-Zehlendorf | Bermatingen | Bermbach | Bermel | Bernau | Bernburg | Berndorf | Berne | Bernhardswald | Bernitt | Bernkastel | Bernkastel-Kues | Bernkastel-Wittlich | Bernried | Bernsdorf | Bernstadt | Bernstein | 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Billerbeck | Billigheim | Billigheim-Allfeld | Billigheim-Ingenheim | Bilsen | Bilshausen | Bilzingsleben | Bindlach | Bingen | Bingenheim | Binnen | Binsfeld | Binz | Binzen | Bippen | Birenbach | Birgel | Birgland | Birken-Honigsessen | Birkenau | Birkenau- | Birkenbeul | Birkenfeld | Birkenfeld-Gräfenhausen | Birkenheide | Birkenhördt | Birkenwerder | Birnbach | Birstein | Birstein-Lichenroth | Bischberg | Bischbrunn | Bischoffen | Bischofferode | Bischofrod | Bischofsgrün | Bischofsheim | Bischofsmais | Bischofswerda | Bisingen | Bismark | Bispingen | Bispingen-Steinbeck | Bissendorf | Bitburg | Bitterfeld | Bitterfeld-Wolfen | BitterfeldWolfen | Bittkau | Bitz | Blaichach | Blankenbach | Blankenberg | Blankenburg | Blankenfelde | Blankenfelde-Mahlow | Blankenhagen | Blankenhain | Blankenheim | Blankenheim-Lommersdorf | Blankenheim-Rohr | Blankenhof | Blankenrath | Blankensee | Blankenstein | Blaubach | Blaubeuren | Blaubeuren/OT | Blaufelden | Blaustein | Bleckede | Bleckenstedt | Bleckhausen | Bleialf | Bleicherode | Blekendorf | Bliedersdorf | Bliesdorf | Blieskastel | Blieskastel- | Blindheim | Blomberg | Blowatz | Blumberg | Blumenholz | Blunk | Blösien | Bobbau | Bobengrün | Bobenheim | Bobenheim-Roxheim | Bobenthal | Bobingen | Bobingen-Straßberg | Bobritzsch | Bobritzsch-Hilbersdorf | Bobzin | Bochin | Bocholt | Bocholt-Barlo | Bochum | Bochum-Dahlhausen | Bochum-WAT-Höntrop | Bockau | Bockenau | Bockenem | Bockenem-Ortshausen | Bockenheim | Bockhorn | Bockhorn-Ellenserdamm | Bockhorst | Bocksberg | Bodelshausen | Bodelwitz | Bodenbach | Bodenfelde | Bodenkirchen | Bodenmais | Bodenwerder | Bodenwöhr | Bodman | Bodman-Ludwigshafen | Bodnegg | Bodolz | Bogen | Bohmstedt | Bohmte | Boiensdorf | Boitze | Boitzenburg | Boizenburg | Boizenburg/Elbe | Bokel | Bokensdorf | Bokholt | Boksee | Bolanden | Boldekow | Bollendorf | Bollensen | Bollewick | Boltenhagen | Bomlitz | Bondorf | Bongard | Bonn | Bonn-Bad | Bonn-Beuel | Bonn-Friesdorf | Bonn-Lengsdorf | Bonndorf | Bonstetten | Boock | Bookholzberg | Boos | Boostedt | Bopfingen | Bopfingen/Ot | Boppard | Boppard-Weiler | Borchen | Bordesholm | Boren | Borgentreich | Borgentreich-Bühne | Borgentreich-Manrode | Borgholzhausen | Borgstedt | Borgwedel | Borken | Borken-Burlo | Borken-Gombeth | Borkenwirthe/Burlo | Borkheide | Borkow | Borkum | Borkwalde | Borler | Born | Borna | Borne | Bornhagen | Bornheim | Bornheim-Hersel | Bornheim-Sechtem | Bornhöved | Bornstedt | Borod | Borrentin | Borsdorf | Borsfleth | Borstel | Borstel-Hohenraden | Borstendorf | Borstorf | Borxleben | Bosau | Bosen | Bosenbach | Bosenbach-Friedelhausen | Bothel | Bottenbach | Bottendorf | Bottrop | Bous | Bovenden | Boxberg | Boxberg-Kupprichhausen | Boxberg-Schwabhausen | Boxberg-Untershüpf | Braak | Brachbach | Brachtal | Brachttal | Brachwitz | Brackel | Brackenheim | Brackenheim-Botenheim | Brackenheim-Meimsheim | Brackstedt | Braderup | Brahlstorf | Brake | Brakel | Brakel-Hembsen | Bramsche | Bramstedt | Bramstedtlund | Brand | Brand-Erbisdorf | Brande-Hörnerkirchen | Brandenburg | Brandenburg-Beetzsee | Brandis | Brandscheid | Brannenburg | Branschweig | Braubach | Brauneberg | Braunfels | Braunfels-Tiefenbach | Braunlage | Braunsbach | Braunsbedra | Braunschweig | Braunschweig-Hondelage | Braunschweig-Mascherode | Braunschweig-Watenbüttel | Braunsdorf | Braunshorn | Brauweiler | Brechen | Brechen-Niederbrechen | Breckerfeld | Breddin | Bredenfelde | Bredstedt | Breege | Breese | Breesen | Brehna | Breidenbach | Breidenbach-Kleingladenbach | Breidenbach-Wiesenbach | Breiholz | Breisach | Breit | Breitbrunn | Breitenbach | Breitenberg | Breitenbrunn | Breitenbrunn-Bedernau | Breitenbrunn/Erzgeb. | Breitenburg | Breitenfeld | Breitenfelde | Breitengüßbach | Breitenhagen | Breitenthal | Breitenworbis | Breitnau | Breitscheid | Breitscheidt | Breitungen | Brekendorf | Breklum | Bremen | Bremen-Kattenturm | Bremen/Alt-Osterholz | Bremen/Farge | Bremen/Hastedt | Bremen/Neue | Bremen/Walle | Bremerhaven | Bremerhaven-Wulsdorf | Bremervörde | Brenken | Brennberg | Brensbach | Brest | Breternitz | Bretleben | Bretnig | Bretnig-Hauswalde | Bretten | Bretten-Diedelsheim | Brettin | Bretzenheim | Bretzfeld | Breuberg | Breuna | Brevörde | Breydin | Brickeln | Briedel | Brielow | Brieselang | Brieskow-Finkenheerd | Brietlingen | Brietzig | Brilon | Brilon-Wald | Britz | Brockel | Brockum | Brodersby | Broderstorf | Brohl-Lützing | Brokdorf | Brokstedt | Brombachtal | Brombachtal/Böllstein | Brome | Bromskirchen | Bronkow | Brotterode-Trusetal | Bruchertseifen | Bruchhausen-Vilsen | Bruchköbel | Bruchmühlbach | Bruchmühlbach-Miesau | Bruchsal | Bruchsal-Heidelsheim | Bruchweiler | Bruchweiler-Bärenbach | Bruck | Bruckberg | Bruckmühl | Brunaschweig | Brunn | Brunnen | Brunnthal | Brunow | Brunsbek | Brunsbek-Langelohe | Brunsbüttel | Bruschied | Brusow | Bräuningshof | Bräunlingen | Bröckel | Brück | Brücken | Brüel | Brüggen | Brüggen-Born | Brüggen-Bracht | Brühl | Brühl-Rohrhof | Brünn | Brüsewitz | Brüssow | Bubenheim | Bubenreuth | Bubesheim | Bubsheim | Buch | Bucha | Buchbach | Buchberg | Buchdorf | Buchen | Buchen-Bödigheim | Buchen-Götzingen | Buchen/Hettingen | Buchenberg | Buchenberg-Kreuzthal | Buchet | Buchholz | Buchholz-Holm-Seppensen | Buchholz-Trelde | Buchloe | Buchwalde | Buckow | Budenheim | Buende | Bugewitz | Buggenhagen | Buggingen | Buggingen-Seefelden | Buisdorf | Bullay | Bullendorf/ | Bunde | Bundenbach | Bunsoh | Burbach | Burg | Burg-Parchau | Burg-Schartau | Burgau | Burgbrohl | Burgbrohl-Lützingen | Burgdorf | Burgdorf-Ehlershausen | Burgebrach | Burgen | Burgfarrnbach | Burghaslach | Burghaun | Burghausen | Burgheim | Burgkirchen | Burgkunstadt | Burglengenfeld | Burgoberbach | Burgrieden | Burgrieden-Rot | Burgschwalbach | Burgsolms | Burgstall | Burgstädt | Burgthann | Burgwald | Burgwedel | Burgwedel-Engensen | Burgwindheim | Burhave | Burkardroth | Burkardroth-OT | Burkau | Burkersdorf | Burkhardtsdorf | Burladingen | Burladingen-Gauselfingen | Burow | Burscheid | Burtenbach | Buschhoven | Buschmühlen | Buschvitz | Busdorf | Buseck | Busenberg | Busenwurth | Butjadingen | Buttstädt | Butzbach | Butzow | Buxheim | Buxtehude | Bächingen | Bäk | Bärenbach | Bärenstein | Bärnau | Bärwalde | Bärweiler | Böbing | Böbingen | Böblingen | Böbrach | Böel | Böhl-Iggelheim | Böhlen | Böhme | Böhmenkirch | Böklund | Bönebüttel | Bönen | Bönnigheim | Bönningstedt | Börde-Hakel | Bördeland | Börger | Börgerende | Börgerende-Rethwisch | Börnichen | Börnicke | Börnsen | Börwang | Börßum | Bösel | Böttingen | Bötzow | Büchel | Büchen | Büchenbach | Büchenbeuren | Büchlberg | Bückeburg | Bückeburg-Bergdorf | Büddenstedt | Büdelsdorf | Büdingen | Büdingen-Rohrbach | Büdingen-Vonhausen | Bühl | Bühl-Stadtteil | Bühlertal | Bühlertann | Bühlerzell | Bühnsdorf | Bühren | Bünde | Büren | Bürgel | Bürgeln | Bürstadt | Büschdorf | Büschfeld | Büsingen | Büsum | Büsumer | Bütlingen | Büttelborn | Büttelborn-Worfelden | Büttelkow | Bütthard | Bützow | Caan | Cadenberge | Cadolzburg | Calau | Calbe | Calberlah | Calden | Callbach | Callenberg | Calvörde | Calw | Calw-Stammheim | Cambs | Cammin | Can | Capdepera | Capelle | Cappeln | Carlow | Carlsberg | Carlsfeld | Carpin | Casekow | Castell | Castrop | Castrop-Rauxel | Cavertitz | Celle | Celle-Klein | Celle-Westercelle | Cham | Chemnitz | Chieming | Chorin | Christgrün | Christiansholm | Clausen | Clausthal | Clausthal-Zellerfeld | Claußnitz | Cleebronn | Clenze | Cloppenburg | Coburg | Cochem | Cochem-Zell | Coesfeld | Coesfeld-Lette | Colbitz | Colditz | Collenberg | Collenberg-Reistenhausen | Colmberg | Colmnitz | Contwig | Coppenbrügge | Coppengrave | Cornberg | Coswig | Cottbus | Crailsheim | Cramberg | Cramonshagen | Creglingen | Cremlingen | Creuzburg | Creußen | Crimmitschau | Crinitz | Crinitzberg | Crispendorf | Crivitz | Crostau | Crostwitz | Crottendorf | Cunewalde | Cunnersdorf | Cuxhaven | Cuxhaven-Döse | Cxuhaven | Cämmerswalde | Cölbe | Cölpin | Daaden | Dabel | Daberkow | Dachau | Dachsenhausen | Dackenheim | Dagebüll | Dahlem | Dahlem-Schmidtheim | Dahlen | Dahlenberg | Dahlenburg | Dahlewitz | Dahlheim | Dahme | Dahme-Spreewald-Eichwalde | Dahme-Spreewald-Teupitz | Dahme/Mark | Dahmen | Dahn | Dahnen | Daisendorf | Dalberg | Dalheim | Dalldorf | Dallgow | Dallgow-Döberitz | Damendorf | Damflos | Damm | Dammbach | Damme | Damp | Damsdorf | Damshagen | Dankmarshausen | Dannau | Danndorf | Dannenberg | Dannenberg-OT | Dannenbüttel | Dannenfels | Dannenwalde | Dannewerk | Dannstadt-Schauernheim | Dansenberg | Dardesheim | Dargow | Dargun | Darlingerode | Darmstadt | Darmstadt-Dieburg | Dasing | Dassel | Dassendorf | Dassow | Datteln | Dattenberg | Datzeroth | Datzetal | Daubach | Daun | Daun-Gillenfeld | Dausenau | Dautmergen | DautphetaL | Dautphetal | Dauwelshausen | Daxweiler | Dechow | Dedeleben | Dedelstorf-Allersehl | Deersheim | Deesen | Deggemdorf | Deggendorf | Deggenhausertal | Deggenhausertal-Urnau | Deggingen | Deidesheim | Deilingen | Deimberg | Deining | Deiningen | Deinste | Deisenhofen | Deisslingen-Lauffen | Deizisau | Deißlingen | Delbrück | Delingsdorf | Delitzsch | Dellfeld | Delligsen | Dellstedt | Delmenhorst | Delve | Demen | Demitz-Thumitz | Demling-Großmehring | Demmin | Denkendorf | Denklingen-Landsberg | Denkte | Densdorf | Denstorf | Dentlein | Denzlingen | Derben | Derenburg | Derental | Dermbach | Dernbach | Dersau | Derschen | Dersekow | Dersum | Dertingen | Dessau | Dessau-Roßlau | Dessau-Waldersee | Dessau_Roßlau | Dessow | Detern | Detmold | Detmold- | Detmold-Berlebeck | Detmold-Hornoldendorf | Dettelbach | Dettelbach/Bibergau | Dettenhausen | Dettenheim | Dettenheim-Liedolsheim | Dettenheim/ | Dettighofen | Dettighofen-Baltersweil | Dettingen | Dettingen/Erms | Dettmannsdorf | Deuben | Deuerling | Deuselbach | Deutsch | Deutscheinsiedel | Deutschland | Deutschland-Hirschberg | Deutschneudorf | Dexheim | Deyelsdorf | Dhronecken | Dickesbach | Didderse | Diebach | Dieblich | Dieburg | Diedersdorf | Diedesfeld | Diedorf | Diedorf-Lettenbach | Diedrichshagen | Diehsa | Diekhof | Diekholzen | Diekusen-Fahrstedt | Dielheim | Dielmissen | Diemelsee | Diemelstadt | Diemelstadt-Wrexen | Diepenau | Diepholz | Diera-Zehren | Dierbach | Dierdorf | Dierhagen | Dierscheid | Diesdorf | Dieskau | Diespeck | Diessen | Dietenheim | Dietersburg | Dietersheim | Dieterskirchen | Dietfurt | Dietingen | Dietmannsried | Dietrichingen | Dietzenbach | Dietzhausen | Dietzhölztal | Dietzhölztal-Ewersbach | Dietzhölztal-Rittershausen | Diez | Dießen | Dill | Dillenburg | Dillenburg-Donsbach | Dillenburg-Niederscheld | Dillendorf | Dillhausen | Dillingen | Dillingen/ | Dillingen/Saar | Dimbach | Dingden | Dingelstedt | Dingelstädt | Dingen | Dingolfing | Dinkelsbühl | Dinkelscherben | Dinklage | Dinslaken | Dintenhofen | Dippach | Dippmannsdorf | Dippoldiswalde | Dirmstein | Dischingen | Dissen | Dissenchen | Ditfurt | Ditscheid | Dittelbrunn | Dittelsheim-Hessloch | Dittelsheim-Heßloch | Dittenheim | Dittmannsdorf | Ditzingen | Ditzingen-Heimerdingen | Ditzingen-Schöckingen | Divitz-Spoldershagen | Dobbeln | Dobbertin | Dobbin-Linstow | Dobel | Doberlug-Kirchhain | Doberschau-Gaußig | Doberschütz | Dockweiler | Dogern | Dohma | Dohna | Dohren | Dolgesheim | Dollbergen | Dollenchen | Dollendorf | Dollerup | Dollnstein | Dombühl | Domersleben | Dommitzsch | Domsdorf | Donaueschingen | Donaustauf | Donauwörth | Donnersdorf | Donsieders | Donzdorf | Dorf | Dorfen | Dorfhain | Dorfprozelten | Dormagen | Dormagen-Rheinfeld | Dorn-Dürkheim | Dornburg | Dornburg-Camburg | Dornburg-Wilsenroth | Dorndorf | Dorndorf-Steudnitz | Dornhan | Dornhan-Marschalkenzimmern | Dornstadt | Dornstetten | Dornstetten-Aach | Dornum | Dornumersil | Dorsheim | Dorstadt | Dorsten | Dorsten-Rhade | Dortmund | Dortmund-Bittermark | Dortmund-Lütgendortmund | Dortmund-Mitte | Dotternhausen | Drage | Dragun | Drais | Drangstedt | Dransfeld | Dranske | Drebach | Drebkau | Dreetz | Drei | Dreieich | Dreieich-Dreieichenhain | Dreieichenhain | Dreifelden | Dreiheide | Dreikirchen | Dreis-Brück | Dreisen | Drelsdorf | Drensteinfurt | Drensteinfurt-Walstedde | Dreschvitz | Dresden | Drestedt | Drewin | Dreye | Drieberg | Driedorf | Drispeth | Drochtersen | Drolshagen | Droschka | Droyßig | Ducherow | Duchroth | Dudeldorf | Dudenhofen | Duderstadt | Dudweiler | Dudweiler-Herrensohr | Duggendorf | Duingen | Duisburg | Duisburg-Baerl | Duisburg-Hochheide | Dummerdorf | Dummersdorf | Dummerstorf | Dungelbeck | Dunningen | Dunsum | Dunum | Dunzweiler | Durmersheim | Durmserheim | Dutzow | Dußlingen | Dägeling | Dähre-Bonese | Dämelow | Dänischenhagen | Dänkritz | Döbbersen | Döbeln | Döbern | Döhlau | Dölbau | Döllstädt | Dömitz | Dörentrup | Dörfles-Esbach | Dörnberg | Dörnitz | Dörpen | Dörpling | Dörpstedt | Dörpum | Dörrenbach | Dörscheid | Dörth | Dörverden/ | Dörzbach | Dötlingen | Dülken | Dülmen | Dülmen-Buldern | Dümmer | Dümpelfeld | Düngenheim | Dünsen | Dürbheim | Düren | Düren-Arnoldsweiler | Düren-Birkesdorf | Düren-Hoven | Düren-Merken | Dürmentingen | Dürrenberg | Dürrlauingen | Dürrröhrsdorf-Dittersbach | Dürrwangen | Düsseldorf | Düsseldorf-Flehe | Düsseldorf-Hubbelrath | Düsseldorf-Oberkassel | Düsseldorf-Unterbach | Düsseldorf-Wersten | Düsseldorf-Wittlaer | Düvier | EICH | EUPEN | Ebelsbach | Ebenhausen | Ebensfeld | Ebenweiler | Eberbach | Eberdingen | Eberdingen-Nussdorf | Eberfing | Ebergötzen | Eberhardzell | Ebern | Ebersbach | Ebersbach- | Ebersbach-Neugersdorf | Ebersberg | Ebersdorf | Ebersried | Ebersried/ | Eberstadt | Eberswalde | Ebertshausen | Ebertsheim | Ebhausen | Ebingen | Ebrach | Ebringen | Ebsdorfergrund | Ebstorf | Echem | Eching | Echzell | Echzell-Bingenheim | Eckardroth | Eckardtshausen | Eckartsberga | Eckelsheim | Eckenroth | Eckental | Eckental-Eckenhaid | Eckernförde | Eckersdorf | Eckersweiler | Eckhorst | Ecklak | Eddelak | Edemissen | Edemissen-OT | Edenkoben | Edermünde | Edermünde-Besse | Edersleben | Edertal | Edertal-Kleinern | Edesheim | Edewecht | Edger-Eller | Ediger | Ediger-Eller | Edingen-Neckarhausen | Edling | Effeltrich | Efringen-Kirchen | Egeln | Egelsbach | Egenhausen | Egenhofen | Egestorf | Eggebek | Eggenfelden | Eggenstedt | Eggenstein | Eggenstein-Leopoldshafen | Eggenthal | Eggersdorf | Eggesin | Eggingen | Egglham | Egglkofen | Eggolsheim | Eggstedt | Eggstätt | Eging | Eglharting | Egloffstein | Eglofs | Egmating | Egweil | Ehekirchen | Ehekirchen-Weidorf | Ehingen | Ehlenz | Ehlershausen | Ehlscheid | Ehningen | Ehra | Ehra-Lessien | Ehrenkirchen | Ehringshausen | Ehringshausen-Daubhausen | Ehringshausen-Katzenfurt | Eibach | Eibau | Eibau-Neueibau | Eibelstadt | Eibenstock | Eibenstock-Wildenthal | Eich | Eichberg | Eichelhardt | Eichenau | Eichenbarleben | Eichenberg | Eichenbühl | Eichendorf | Eichenwalde | Eichenzell | Eichigt | Eichstedt | Eichstetten | Eichstätt | Eichwalde | Eickendorf | Eicklingen | Eigeltingen | Eilenburg | Eilenstedt | Eilsdorf | Eilsleben | Eime | Eimeldingen | Eimen | Eimke | Einbeck | Einbeck-Greene | Einbeck-Kreiensen | Einbeck-Salzderhelden | Einhausen | Einselthum | Einöllen | Eiselfing | Eisenach | Eisenbach | Eisenberg | Eisenberg-Steinborn | Eisenheim | Eisenhüttenstadt | Eisfeld | Eisingen | Eisleben | Eislingen | Eislingen/Fils | Eiterfeld | Eitorf | Eitting | Eixen | Ekenis | Elbe | Elbe-Parey | Elbe-Parey-Parey | Elben | Elbeu | Elbingerode | Elbtal | Elbtal-Dorchheim | Elchesheim-Illingen | Elchingen | Eldena | Eldingen | Elfershausen | Elisenau | Elkenroth | Elleben | Ellefeld | Ellenz-Poltersdorf | Ellerau | Ellerbek | Ellerhoop | Ellern | Ellgau | Ellhofen | Ellingen | Ellingstedt | Ellrich | Ellwangen | Elm | Elmenhorst | Elmenhorst-Kreis | Elmenhorst/Lichtenhagen | Elmshausen | Elmshorn | Elmstein | Elpenrod | Elpersbüttel | Elscheid | Elsdorf | Elsdorf-Westermühlen | Elsfleth | Elsfleth-Moorriem | Elskop | Elsteraue | Elsterberg | Elsterheide | Elsterwerda | Elstheide | Elstra | Elterlein | Eltmann | Eltville | Elverdissen | Elversberg | Elxleben | Elz | Elzach | Elze | Embsen | Emden | Emerkingen | Emersacker | Emkendorf | Emlichheim | Emlichheim/Grafschaft | Emmelsbüll-Horsbüll | Emmelshausen | Emmendingen | Emmendorf | Emmenhausen | Emmeningen | Emmerich | Emmerich-Elten | Emmerich-Hüthum | Emmering | Emmerke | Emmerthal | Emmerting | Emmerzhausen | Emmingen | Emmingen-Liptingen | Empfingen | Emsbüren | Emsdetten | Emseloh | Emstek | Endingen | Endschütz | Enge-Sande | Engelbrechtsche | Engelmannsreuth | Engelsberg | Engelsbrand | Engelsbrand-Grunbach | Engelsbrand-Salmbach | Engelskirchen | Engelthal | Engen | Enger | Enger-Bustedt | Engersen | Engstingen | Engstlatt | Eningen | Enkenbach | Enkenbach-Alsenborn | Enkirch | Ennepetal | Ennetach | Ennigerloh | Ensdorf | Ense | Ense-Bremen | Ensheim | Enspel | Enzen | Enzklösterle | Epenwöhrden | Epfach | Epfach-Denklingen | Epfenbach | Epfendorf | Eppelborn | Eppelheim | Eppenberg | Eppenbrunn | Eppendorf | Eppenrod | Eppertshausen | Eppingen | Eppingen-Rohrbach | Eppishausen | Eppstein | Eppstein-Niederjosbach | Erbach | Erbach-Eltville | Erbendorf | Erbes-Büdesheim | Erdeborn | Erdesbach | Erding | Erdmannhausen | Erdorf | Erdweg | Eresing | Erfde | Erftstadt | Erftstadt-Friesheim | Erftstadt-Gymnich | Erftstadt-Köttingen | Erftstadt-Lechenich | Erfurt | Erfurt-Büßleben | Erfweiler | Ergolding | Ergoldsbach | Erharting | Ering | Eriskirch | Erkelenz | Erkenbrechtsweiler | Erkheim | Erklenz | Erkner | Erkrath | Erlabrunn | Erlangen | Erlangen-Tennenlohe | Erlau | Erlbach | Erlenbach | Erlenbach-Streit | Erlenmoos | Erlensee | Erligheim | Erlingen | Ermsleben | Erndtebrück | Ernsgaden | Erolzheim | Erpel | Erpolzheim | Erwitte | Erxleben | Erzhausen | Esch | Esch/Auweiler | Eschach | Eschach-Holzhausen | Eschau | Eschau-Hobbach | Eschborn | Eschdorf | Escheburg | Eschede | Eschelbronn | Eschenbach | Eschenburg | Eschershausen | Eschlkam | Eschneburg | Eschwege | Eschweiler | Eschweiler/Rhld. | Esens | Esgrus | Eslarn | Eslohe | Espelkamp | Espenau | Essel | Esselborn | Essen | Essen-Bredeney | Essen-Rüttenscheid | Essenbach | Essenheim | Essenrode | Essingen | Esslingen | Estedt | Estenfeld | Esterwegen | Estorf | Etschberg | Ettenheim | Ettenheim-Ettenheimweiler | Etting | Ettlingen | Ettringen | Etzbach | Etzelwang | Eulenbis | Eurasburg | Euskirchen | Euskirchen-Stotzheim | Eutin | Eutingen | Eußenheim | Eußerthal | Eversen | Eversmeer | Everswinkel | Evessen | Extertal | Eydelstedt | Eyendorf | Eystrup | Eßweiler | Fahrdorf | Fahren | Fahrenbach | Fahrenzhausen | Faid | Falkenberg | Falkenberg/ | Falkenberg/Elster | Falkenfels | Falkenhain | Falkenrehde | Falkensee | Falkenstein | Falkenstein-Vogtland | Falkenstein/Harz | Falkenstein/Vogtland | Farchant | Fargau | Farnstädt | Farschweiler | Farsleben | Farven | Faulenhorst | Faßberg | Fehmarn | Fehrbellin | Feilitzsch | Feldafing | Feldatal | Feldberg | Feldberg-Falkau | Feldberger | Feldkirchen | Feldkirchen-Westerham | Felixsee | Fellbach | Fellen | Fellheim | Felsberg | Ferchland | Ferdinandshof | Fernwald | Fernwald-Steinbach | Ferschweiler | Feucht | Feuchtwangen | Feusdorf | Fichtelberg | Fichtenau | Fichtenau-Unterdeufstetten | Fichtenberg | Fichtenwalde | Fichtwald | Filderstadt | Filsen | Filsum | Fincken | Finkenbach-Gersweiler | Finne | Finnentrop | Finning | Finsing | Finsterbergen | Finsterwalde | Fintel | Firrel | Fischach | Fischbach | Fischbachau | Fischbachtal | Fischen | Fischerbach | Fischerhude-Quelkhorn | Fischingen | Fitzen | Flacht | Fladungen | Flammersfeld | Flechtingen | Fleckeby | Flein | Flemlingen | Flenbsburg | Flensburg | Flensburg/Krusau | Fleringen | Flessenow | Flieden | Flieth-Stegelitz | Flintbek | Flintsbach | Floh | Floh-Seligenthal | Flomborn | Flonheim | Florstadt | Florstadt-Stammheim | Floss | Floß | Fluorn-Winzeln | Fluterschen | Flußbach | Flöha | Flörsbachtal | Flörsbachtal-Lohrhaupten | Flörsheim | Flörsheim-Dalsheim | Fockbek | Fohren-Linden | Font | Forbach | Forchheim | Forchtenberg | Forheim | Forst | Forst/Lausitz | Forstinning | Fouquettin | Framersheim | Frammersbach | Frankelbach | Frankenau | Frankenbach | Frankenberg | Frankenberg/ | Frankenberg/Eder | Frankenberg/Sa. | Frankenblick | Frankendorf | Frankeneck | Frankenhain | Frankenhardt | Frankenheim | Frankenstein | Frankenthal | Frankenthal-Eppstein | Frankfurt | Frankfurt-Nied | Frankleben | Frankreich-Schoeneck | Frankweiler | Franzburg | Frauenberg | Frauenneuharting | Frauensee | Frauenstein | Frauenwald | Fraureuth | Frechen | Frechen- | Frechen-Königsdorf | Freckenfeld | Freden | Fredenbeck | Fredersdorf | Fredersdorf-Vogelsdorf | Fredesdorf | Frei-Laubersheim | Freiberg | Freiburg | Freiburg-St. | Freidorf | Freienbrink | Freiensteinau | Freienwill | Freigericht | Freihalden | Freihung | Freilassing | Freilingen | Freimersheim | Freinsheim | Freisen | Freising | Freistett | Freital | Freital-Pesterwitz | Frellstedt | Fremdingen | Freren | Fresendorf | Frestedt | Freudenberg | Freudenberg-Rauenberg | Freudenburg | Freudenstadt | Freudental | Freyburg | Freystadt | Freyung | Frickenhausen | Frickenhausen-Linsenhofen | Frickhofen | Frickingen | Fridingen | Fridolfing | Friedberg | Friedeburg | Friedelhausen | Friedelsheim | Friedenweiler | Friedewald | Frieding | Friedland | Friedrichroda | Friedrichsdorf | Friedrichshafen | Friedrichshof | Friedrichshofen | Friedrichsholm | Friedrichskoog | Friedrichskoog-Spitze | Friedrichsruhe | Friedrichstadt | Friedrichsthal | Frielendorf | Friesack | Friesenhagen | Friesenheim | Friesenhofen | Friesoythe | Friolzheim | Frittlingen | Fritzlar | Frohburg | Frohnau | Frohnhofen | Frohnlach | Fronhausen | Frontenhausen | Frose | Frst | Fränkisch-Crumbach | Fröndenberg | Fröndenberg/Ruhr | Fröttstädt | Fuchsstadt | Fuchstal | Fuerstenfeldbruck | Fuhlendorf | Fuhlendorf-Bodstedt | Fulda | Fuldabrück | Fuldatal | Fuldatal-Simmershausen | Furth | Furtwangen | Fußgönheim | Fußgönnheim | Föckelberg | Föhren | Förderstedt | Förste/Ostrode | Fünfseen | Fünfstetten | Fürstenau | Fürstenberg | Fürstenberg-Lichtenfels | Fürstenberg/Havel | Fürstenfeldbruck | Fürstenwalde | Fürstenwalde/Spree | Fürstenwerder | Fürstenzell | Fürstenzell-Engertsham | Fürth | Fürth-Stadeln | Füssen | GM-Hütte | Gaberndorf | Gablenz | Gablingen | Gabsen | Gachenbach | Gackenbach | Gadebusch | Gadeland | Gager | Gaggenau | Gaggenau-Ottenau | Gaiberg | Gaienhofen | Gaildorf | Gailingen | Gaimersheim | Galenbeck | Gallentin | Gallin-Kuppentin | Gallinchen | Gallmersgarten | Galmsbüll | Gammelin | Gammelsdorf | Gammelshausen | Gammertingen | Gammertingen-Neufra | Ganderkesee | Gangelt | Gangelt-Birgden | Gangelt-Schierwaldenrath | Gangkofen | Ganzig | Garbsen | Garbsen-Altgarbsen | Garbsen-Horst | Garbsen-Osterwald | Garching | Gardelegen | Garding | Garlstorf | Garmisch-Partenkirchen | Garrching | Garrel | Garrel-Beverbruch | Gars | Garstedt | Gartow | Garz | Garz/Golm | Gatersleben | Gattendorf | Gau | Gau-Algesheim | Gau-Bickelheim | Gau-Bischofsheim | Gau-Odernheim | Gauern | Gaugrehweiler | Gaukönigshofen | Gauting | Gauting-Stockdorf | Gebehofen | Gebhardshain | Gebroth | Gechingen | Gedern | Geeste | Geesthacht | Geestland | Geestland-Elmlohe | Geestland-Langen | Gefell | Gefrees | Gehlberg | Gehrde | Gehrden | Gehrweiler | Geich | Geichlingen | Geiersthal | Geilenkirchen | Geilenkirchen-Stadt | Geilnau | Geinsheim | Geisa | Geiselbach | Geiselhöring | Geiselwind | Geisenfeld | Geisenhausen | Geisenheim | Geisfeld | Geisig | Geising | Geisingen | Geislingen | Geislingen-Aufhausen | Geislingen-Erlaheim | Geithain | Geithain-Wickershain | Gelbensande | Geldern | Gelhnausen | Gellershausen | Gelnhausen | Gelnhausen-Hailer | Gelnhausen-Höchst | Gelnhausen-Meerholz | Gelsenkirchen | Gelsenkirchen-Buer | Geltendorf | Gelting | Gemeinde | Gemmingen | Gemmingen-Stebbach | Gemmrigheim | Gemünd | Gemünden | Genderkingen | Gengenbach | Genhodder | Gensingen | Genthin | Georgenberg | Georgenthal | Georgsdorf | Georgsmarienhütte | Gera | Gera-Langenberg | Gera-Wolfsgefärth | Geraberg | Gerabronn | Gerach | Gerbach | Gerbershausen | Gerbstedt | Geretsried | Gerichshain | Geringswalde | Gerlingen | Germaringen | Germaringen-Obergermaringen | Germering | Germering/Unterpfaffenhofen | Germersheim | Germersheim-Sondernheim | Gernrode | Gernsbach | Gernsbach-Hilpertsau | Gernsheim | Geroldsgrün | Gerolsbach | Gerolsheim | Gerolstein | Gerolstein-Oos | Gerolzhofen | Gersdorf | Gersfeld | Gersheim | Gerstetten | Gerstetten-Heuchlingen | Gersthofen | Gerstungen | Gerswalde | Gerwisch | Gerzen | Geschendorf | Gescher | Gescher-Hochmoor | Geschwenda | Gesees | Geseke | Geseke-Eringerfeld | Gessertshausen | Gestratz | Gettorf | Gevelsberg | Gevenich | Gevensleben | Geversdorf | Gexberg | Geyer | Gieboldehausen | Giekau | Gielde | Gielert | Gielow | Giengen | Giersleben | Giesen | Gießen | Gießen-Rödgen | Gießübel | Gifhorn | Gifhorn-Wilsche | Gifhorn/Kästorf | Gilching | Gildehaus | Gillenfeld | Gilserberg | Gimbsheim | Gimbweiler | Gingen | Gingst | Ginsheim-Gustavsburg | Ginsweiler | Girkenroth | Gladbach | Gladbeck | Gladbeck-Zweckel | Gladenbach | Glaisin | Glan-Münchweiler | Glandorf | Glasau | Glashuetten | Glashütte | Glashütte-Johnsbach | Glashütte-Niederfrauendorf | Glashütten | Glashütten-Oberems | Glattbach | Glatten | Glauburg | Glauchau | Gleichen | Gleina | Gleisweiler | Gleiszellen-Gleishorbach | Gletzow | Glewitz | Glienicke | Glienicke- | Glienicke-Nordbahn | Glienicke/Nordbahn | Glinde | Glindenberg | Glonn | Glottertal | Glowe | Glücksburg | Glückstadt | Gmund | Gnarrenburg | Gnissau | Gnoien | Gnutz | Goch | Goch-Hassum | Gochsheim | Godelhausen | Goe. | Gohrisch | Gokels | Golchen | Goldbach | Goldbeck | Goldberg | Goldelund | Goldenstedt | Goldkronach | Gollenberg | Gollmenz | Goltoft | Golzow | Golßen | Gomadingen-Wasserstetten | Gomaringen | Gommern | Gommersheim | Gonbach | Gondelsheim | Gondenbrett | Gondershausen | Gonna | Gonzerath | Goosefeld | Gorden-Staupitz | Gorleben | Gornau | Gornsdorf | Gorsleben | Gortz | Gorxheimertal | Gosda | Gose | Gosheim | Goslar | Goslar-Immenrode | Goslar-Jerstedt | Goslar-Oker | Goslar-Wiedelah | Goslar/Lengde | Gossersweiler-Stein | Gotha | Gottenheim | Gottesgabe | Gotteszell | Gotthun | Gottmadingen | Gottmadingen-BIETINGEN | Graal-Müritz | Grabau | Graben | Graben-Neudorf | Grabenstetten | Grabow | Grabowhöfe | Grafenau | Grafenberg | Grafengehaig | Grafenhausen | Grafenrheinfeld | Grafhorst | Grafing | Grafling | Grafrath | Grafschaft | Grainau | Grambow | Grammelow | Grammentin | Grammetal | Gramzow | Grande | Gransebieth | Gransee | Granzin | Grapzow | Grasberg | Grasbrunn | Grasellenbach | Grasellenbach-Hammelbach | Grasellenbach-Wahlen | Grasleben | Grassau | Grauel | Grauting | Grebenau | Grebenhain | Grebenstein | Grebin | Greding | Grefrath | Grefrath-Oedt | Greifenberg | Greifenstein | Greifenstein-Ulm | Greifswald | Greimerath | Greimersburg | Greiz | Gremersdorf | Grenderich | Grenzach- | Grenzach-Wyhlen | Gresse | Grettstadt | Greven | Grevenbroich | Grevenbroich-Gustorf | Grevenbroich-Hemmerden | Grevenkop | Grevesmühlen | Grevesmühlen/Büttlingen | Gribbohm | Grieben | Griebenow | Gries | Griesheim | Griesingen | Griesstätt | Grimburg | Grimma | Grimmen | Grobengereuth | Groitzsch | Gronau | Gronau-Epe | Grossefehn | Grosselfingen | Grossenstein | Grossinzemoos | Grosslittgen | Groß | Groß-Bieberau | Groß-Gerau | Groß-Gerau/ | Groß-Gerau/Berkach | Groß-Rohrheim | Groß-Umstadt | Groß-Zimmern | GroßRosenburg | Großaitingen | Großalmerode | Großbadegast | Großbartloff | Großbeeren | Großbettlingen | Großbothen | Großbottwar | Großbreitenbach | Großbundenbach | Großderschau | Großdubrau | Großdöbschütz | Großefehn | Großenaspe | Großenbrode | Großeneder | Großenehrich | Großengottern | Großenhain | Großenhof | Großenkneten | Großenlüder | Großenlüder-Bimbach | Großenrade | Großensee | Großenstein | Großenwiehe | Großerlach | Großerlach-Liemersbach | Großerlach-Schönbronn | Großhabersdorf | Großhansdorf | Großharrie | Großharthau | Großharthau-Seeligstadt | Großheide | Großheirath | Großhennersdorf | Großheubach | Großholbach | Großkarlbach | Großkayna | Großkoschen | Großkrotzenburg | Großkugel | Großkühnau | Großlittgen | Großlohra | Großmaischeid | Großmehring | Großmühlingen | Großnaundorf | Großneuhausen | Großniedesheim | Großolbersdorf | Großostheim | Großostheim-OT | Großostheim-Wenigumstadt | Großpaschleben | Großpostwitz | Großpösna | Großpösna-Güldengossa | Großrosseln | Großrosseln-Emmersweiler | Großrosseln-St. | Großräschen | Großröhrsdorf | Großrössen | Großschirma | Großschwabhausen | Großschweidnitz | Großschönau | Großsolt | Großsteinberg | Großthiemig | Großtreben | Großvargula | Großwallstadt | Großweil | Großwoltersdorf | Großzschocher | Großzössen | Grub | Grube | Grubnow | Gruibingen | Grumbach | Grundhof | Grundshagen | Gräfelfing | Gräfenberg | Gräfendorf | Gräfenhain | Gräfenhainichen | Gräfenhausen(Birkenfeld) | Gräfenthal | Gräfentonna | Grävenwiesbach | Grävenwiesbach-Heinzenberg | Gröbenzell | Gröden | Gröditz | Grömbach | Grömitz | Gröningen | Grönwohld | Grüna | Grünbach | Grünberg | Gründau | Grünebach | Grüneberg | Grünenbach | Grünewald | Grünhain-Beierfeld | Grünhainichen | Grünheide | Grünkraut | Grünow | Grünsfeld | Grünstadt | Grünstadt-Sausenheim | Grünthal | Grünwald | Gschwend | Gschwend-Mittelbronn | Gstadt | Guben | Gudendorf | Gudensberg | Gudow | Guldental | Gummersbach | Gummersbach-Derschlag | Gumperda | Gumtow | Gundelfingen | Gundelsheim | Gundersweiler | Gunningen | Guntersblum | Gunzenhausen | Gusborn | Gusow-Platkow | Gustow | Gutenacker | Gutenberg | Gutengermendorf | Gutenzell | Gutenzell-Hürbel | Gutmadingen | Guttenberg | Gutweiler | Guxhagen | Gyhum | Gädheim | Gägelow | Gärtringen | Gäufelden | Göda | Göggingen | Göhrde-Schmardau | Göhren | Göhren-Lebbin | Göllheim | Göllin | Gönnersdorf | Gönnheim | Göpfersdorf | Göppingen | Görgeshausen | Görisried | Görkwitz | Görlitz | Görlitz/ | Görsbach | Görwihl | Görzke | Gösenroth | Gössnitz | Göttelborn | Göttingen | Gößnitz | Gößweinstein | Güglingen | Güglingen-Eibensbach | Güllesheim | Gülze | Gülzow | Gülzow-Prützen | Gülzow-Prüzen | Günstedt | Güntersen | Güntersleben | Günthersbühl | Günz | Günzburg | Güsen | Güssefeld | Güsten | Güster | Güstrow | Gütenbach | Gütersloh | Gützkow | HAMBURG | HERNE-SODINGEN | HEUSWEILER | Haag | Haag/Amper | Haan | Haan-West | Haar | Haarbach | Habenhausen | Habichtswald | Hachenburg | Hackenheim | Hadamar | Hademstorf | Haferungen | Hage | Hagen | Hagen-Dahl | Hagen/Lohme | Hagenbach | Hagenburg | Hagenbüchach | Hagenheim | Hagenow | Hagermarsch | Hagnau | Hahausen | Hahn | Hahnenklee-Bockswiese | Hahnheim | Hahnstätten | Hahnweiler | Haibach | Haidmühle | Haiger | Haiger-Flammersbach | Haiger-Langenaubach | Haigerloch | Haigerloch-Trillfingen | Haigerloch-Weildorf | Haimendorf | Haimhausen | Haimhausen-Oberndorf | Haiming | Haina | Hainau | Hainburg | Hainewalde | Hainfeld | Hainichen | Hainsfarth | Haiterbach | Haiterbach-Oberschwandorf | Hakenstedt | Halbe | Halbemond | Halberstadt | Halblech | Haldensleben | Haldenwang | Halen | Halenbeck-Rohlsdorf | Halfing | Hallbergmoos | Halle | Halle-Blumenau | Halle-Dautzsch | Halle-Dölau | Halle-Frohe | Halle-Hunzen | Halle-Reideburg | Halle/S. | Halle/West. | Hallenberg | Hallerndorf | Hallig | Hallstadt | Halsbrücke | Halstenbek | Haltern | Haltingen | Halver | Hambach | Hambergen | Hambrücken | Hamburg | Hamburg-Bergedorf | Hamburg-Bergstedt | Hamburg-Duvenstedt | Hamburg-Heimfeld | Hamburg-Iserbrook | Hamburg-Klein | Hamburg-Marienthal | Hamburg-Marmstorf | Hamburg-Niendorf | Hamburg-Poppenbüttel | Hamburg-Rahlstedt | Hamburg-Schnelsen | Hamburg-Stellingen | Hamburg-Wilstorf | Hamburg/Nienstedten | Hambühren | Hamdorf | Hamel | Hameln | Hameln-Halvestorf | Hameon | Hamfelde | Hamlen | Hamm | Hammah | Hammelbach | Hammelburg | Hammelburg-Untererthal | Hammelburg-Westheim | Hammerbrücke | Hammersbach | Hamminkeln | Hamminkeln-Brünen | Hamweddel | Hanau | Hanau-Grossauheim | Hanau-Steinheim | Handeloh | Handewitt | Hanerau | Hanerau-Hademarschen | Hangeweiher | Hanhofen | Hankensbüttel | Hann. | Hann.-Münden | Hannover | Hannover-Bothfeld | Hannover-Mühlenberg | Hannover-Oststadt | Hannover-Waldhausen | Hannover-Wettbergen | Hannoversch | Hanroth | Hansestadt | Hanshagen | Hanstedt | Hanstorf | Happurg | Harburg | Hardebek | Hardegsen | Hardthausen | Haren | Hargesheim | Harmsdorf | Harmstorf | Harpstedt | Harra | Harras | Harrislee | Harschbach | Harsefeld | Harsewinkel | Harsleben | Harsum | Hartau | Hartenfels | Hartenholm | Hartenstein | Hartha | Harthausen | Hartheim | Hartkirchen | Hartmannsdorf-Reichenau | Harxbüttel | Harxheim | Harz | Harzgerode | Harzgerode/ | Harztor | Hasbergen | Hasborn | Hasel | Haselau | Haselbach | Haselbachtal | Haseldorf | Haselünne | Haselünne-Bückelte | Hasenkrug | Hasenmoor | Haslach | Hasloh | Hassel | Hasselberg | Hasselfelde | Hasselroth | Hassendorf | Haste | Hastenrath | Hatten | Hatten-Sandkrug | Hattenhofen | Hattersheim | Hattersheim-Eddersheim | Hattersheim-Okriftel | Hattert | Hattingen | Hattorf | Hattstedt | Hattstedtermarsch | Hatzenbühl | Hatzenport | Hatzfeld | Hatzfeld- | Hatzum | Hauenstein | Haundorf | Hauneck | Haunetal | Haunstetten | Hauptstuhl | Hausach | Hausbay | Hausen | Hausham | Hauteroda | Hauzenberg | Havelberg | Havelsee | Haverlah | Havetoft | Havetoftloit | Havixbeck | Hayingen | Hayingen-Münzdorf | Haßbergen | Haßfurt | Haßloch | Haßmersheim | Hebertshausen | Hechingen | Hechingen-Sickingen | Hechingen-Weilheim | Hechthausen | Hecklingen | Heddert | Heddesbach | Heddesheim | Hedeper | Heede | Heek | Heemsen | Heere | Heeslingen | Heeslingen-Boitzen | Heeßen | Hefersweiler | Hehlen | Heide | Heideck | Heidekamp | Heidelberg | Heidelberg-Ziegelhausen | Heidelberg/Schlierbach | Heidelshem | Heiden | Heidenau | Heidenburg | Heidenheim | Heidenhem | Heidenrod | Heidenrod-Huppert | Heidenrod-Watzelhain | Heidesee | Heidesheim | Heidesheim/Obrigheim | Heidgraben | Heidmühlen | Heigenbrücken | Heikendorf | Heilberscheid | Heilbronn | Heilbronn-Biberach | Heilenbach | Heiligenberg | Heiligendorf | Heiligengrabe | Heiligenhafen | Heiligenhagen | Heiligenhaus | Heiligensee | Heiligenstadt | Heiligenstedten | Heiligenstedtenerkamp | Heiligkreuzsteinach | Heilsbronn | Heimbach | Heimbach-Hausen | Heimbach-Vlatten | Heimbach-Zentralort | Heimbuchenthal | Heimburg | Heimenkirch | Heimertingen | Heimsheim | Heimweiler | Heinade | Heinbockel | Heinersreuth | Heiningen | Heinrichsort | Heinrichswalde | Heinsberg | Heinsberg-Aphoven | Heinsberg-Dremmen | Heinsberg-Kempen | Heinsberg-Oberbruch | Heinsberg-Unterbruch | Heinsberg-Waldenrath | Heinzenberg | Heinzenhausen | Heist | Heitersheim | Helbedündorf | Helbra | Heldburg | Heldenstein | Heldrungen | Helferskirchen | Helgoland | Hellenhahn-Schellenberg | Hellenthal | Hellenthal-Miescheid | Hellertshausen | Hellingen | Hellwege | Helmbrechts | Helmstadt-Bargen | Helmstedt | Helsa | Helsa-Eschenstruth | Heltersberg | Helvesiek | Hemau | Hemer | Hemeringen | Hemhofen | Hemmendorf | Hemmenhofen | Hemmersheim | Hemmingen | Hemmingen-Arnum | Hemmingen-Westerfeld | Hemmingstedt | Hemmoor | Hemsbach | Hemsbünde | Hemslingen | Henau | Henfenfeld | Hengersberg | Henneberg | Hennef | Hennef-Heisterschoß | Hennef-Kurscheid | Hennef-Uckerath | Hennigsdorf | Hennstedt | Hennweiler | Henstedt | Henstedt-Ulzburg | Hentern | Hepberg | Heppenheim | Hepstedt | Herbertingen | Herbitzheim | Herbolzheim | Herborn | Herborn-Seelbach | Herbrechtingen | Herbrechtingen-Bolheim | Herbstein | Herdecke | Herdorf | Herdwangen-Schönach | Herford | Herforst | Hergershausen | Hergisdorf | Heringen | Heringhausen | Heringsdorf | Herl | Herleshausen | Hermannsburg | Hermersberg | Hermeskeil | Hermsdorf | Hermsdorf-Seyde | Herne | Herne-Wanne | Herold | Heroldsbach | Heroldsberg | Heroldstatt | Heroldstatt-Ennabeuren | Herren-Sulzbach | Herrenberg | Herrieden | Herrischried | Herrnburg | Herrngiersdorf | Herrnhut | Herrsching | Hersbruck | Herschbach | Herschberg | Herschbroich | Herschdorf | Herscheid | Herschweiler-Pettersheim | Hersruck | Herten | Herxheim | Herxheim-Hayna | Herxheimweyher | Herzberg | Herzberg/Elster | Herzebrock | Herzebrock-Clarholz | Herzfelde | Herzhorn | Herzlake | Herzogenaurach | Herzogenrath | Herzogenrath-Kohlscheid | Herzogentum | Hesel | Hespe | Hespert-Reichshof | Hessen | Hesseneck | Hessheim | Hessisch | Hestedt | Hetlingen | Hettenleidelheim | Hettenshausen | Hettersheim | Hettingen | Hettstedt | Heubach | Heuchelheim | Heuchelheim-Klingen | Heuchlingen | Heuderber | Heuerßen | Heukewalde | Heumaden | Heusenstamm | Heusweiler | Heyerode | Heyrothsberge | Heßheim | Hiddenhausen | Hiddensee | Hilchenbacg | Hilchenbach | Hildburghausen | Hilden | Hilders | Hildesheim | Hildesheim-Moritzberg | Hildesheim-Neuhof | Hildesheim-Ochtersum | Hildesheim-West | Hilgermissen | Hilgert | Hilgertshausen | Hilgesdorf | Hille | Hillensberg | Hillerse | Hillersleben | Hillesheim | Hillscheid | Hilpoltstein | Hilst | Hilter | Hilzingen | Himbergen | Himmelkron | Himmelpforten | Himmighofen | Hindorf | Hinsdorf | Hinte | Hinterhermsdorf | Hintermeilingen | Hinterschmiding | Hintersee | Hinterweidenthal | Hinterzarten | Hinzert-Pölert | Hinzweiler | Hirrlingen | Hirschaid | Hirschau | Hirschbach | Hirschberg | Hirschfeld | Hirschfelde | Hirschhorn | Hirschthal | Hirten | Hirzenhain | Hittbergen | Hitzacker | Hitzhofen | Hobeck | Hochborn | Hochdonn | Hochdorf | Hochdorf-Assenheim | Hochheim | Hochheim-Massenheim | Hochkirch | Hochscheid | Hochspeyer | Hochstadt | Hochstetten-Dhaun | Hochstätten | Hochtaunuskreis | Hockenheim | Hockweiler | Hodenhagen | Hodorf | Hof | Hofbieber | Hofen | Hoffeld | Hofgeismar | Hofheim | Hofheim-Diedenbergen | Hofkirchen | Hohberg | Hohe | Hohen | Hohenahr | Hohenahr-Erda | Hohenaspe | Hohenau | Hohenberg | Hohenbocka | Hohenbollentin | Hohenbrunn | Hohenbrunn-Riemerling | Hohendodeleben | Hohendorf | Hohendubrau | Hohenfelde | Hohenfels | Hohenfels-Esingen | Hohenfels-Essingen | Hohenfinow | Hohenfurch | Hohenhameln | Hohenhenningen | Hohenkirchen | Hohenleuben | Hohenlinden | Hohenlockstedt | Hohenmocker | Hohenmölsen | Hohenpeißenberg | Hohenprießnitz | Hohenroda | Hohenroth | Hohensaaten | Hohenselchow | Hohenstadt | Hohenstein | Hohenstein- | Hohenstein-Ernstthal | Hohenstein-Meidelstetten | Hohentengen | Hohentengen-Günzkofen | Hohenthann | Hohenwart | Hohenwestedt | Hohenwutzen | Hohenöllen | Hohewisch | Hohn | Hohndorf | Hohne | Hohnstein | Hohnstorf | Hohwacht | Hoisdorf | Hoitlingen | Holdenstedt | Holdorf | Holenberg | Holle | Holle-Sottrum | Holleben | Hollenbek | Hollendorf | Hollenstedt | Holler | Hollern-Twielenfleth | Hollfeld | Hollingstedt | Hollnseth | Hollstadt | Holste | Holsthum | Holt | Holtgast | Holtland | Holtsee | Holungen | Holzappel | Holzbach | Holzdorf | Holzen | Holzerode | Holzgerlingen | Holzgünz | Holzhausen | Holzheim | Holzkirch | Holzkirchen | Holzmaden | Holzminden | Holzwickede | Homberg | Homburg | Homburg-Einöd | Homburg-Kirrberg | Honburg | Honzrath | Hoof | Hoogstede | Hoort | Hopfen | Hoppegarten | Hoppstädten | Hoppstädten-Weiersba | Hoppstädten-Weiersbach | Hopsten | Horath | Horb | Horb-Altheim | Horb-Isenburg | Horb-Mühlen | Horb-Neckar | Horb-Nordstetten | Horbach | Horgau | Horgenzell | Horhausen | Horka | Horn- | Horn-Bad | Hornbach | Hornbek | Hornberg | Hornburg | Horneburg | Hornhausen | Hornow | Horrweiler | Horst | Horstedt | Horstmar | Hosena | Hosenfeld | Hoya | Hoyerswerda | Hoym | Hoßkirch | Huchenfeld | Huckstorf | Hude | Huglfing | Huisheim | Hummelshain | Hummeltal | Hummetroth | Humptrup | Hundorf | Hundsbach | Hungen | Hupperath | Hurlach | Hurth | Husby | Husum | Hutthurm | Hutzfeld | Huy | Häg-Ehrsberg | Hägerfelde | Hähnichen | Härtensdorf | Häsen | Höbeck | Höchen | Höchenschwand | Höchheim | Höchst | Höchstadt | Höchstenbach | Höchstädt | Höckel | Höckendorf | Höfchen | Höfen | Höfer | Högel | Högersdorf | Höhbeck | Höheinöd | Höheischweiler | Höhenkirchen-Siegertsbrunn | Höhenland | Höhn | Höhndorf | Höhr | Höhr-Grenzhausen | Höltinghausen | Hönningen | Hönow | Höpfigheim | Höpfingen | Hörden | Hördt | Hörgertshausen | Hörnum | Hörselberg-Hainich | Hörsingen | Hörstel | Hörstel-Bevergern | Hörstel-Riesenbeck | Hörup | Hörzhausen | Hösbach | Höslwang | Hövelhof | Höxter | Höxter-Albaxen | Höxter-Fürstenau | Hübingen | Hückelhoven | Hückelhoven-Baal | Hückelhoven-Brachelen | Hückelhoven-Doveren | Hückelhoven-Kleingladbach | Hückelhoven-Ratheim | Hückeswagen | Hüde | Hüffelsheim | Hüffenhardt | Hüffler | Hüfingen | Hühnstetten-Limbach | Hülben | Hüllerup | Hüllhorst | Hülsede | Hümmerich | Hünfeld | Hünfelden | Hünfelden-Kirberg | Hünfelden-Mensfelden | Hünfelden-Ohren | Hünstetten | Hünstetten-Görsroth | Hünstetten-Wallrabenstein | Hünxe | Hüpstedt | Hürtgenwald | Hürtgenwald-Gey | Hürtgenwald-Vossenack | Hürth | Hürth-Berrenrath | Hürup | Hütschenhausen | Hüttblek | Hüttenberg | Hüttenberg-Reiskirchen | Hüttenfeld | Hüttenrode | Hütterscheid | Hüttisheim | Hüttlingen | Ibach | Ibbenbüren | Ichenhausen | Icking | Idar-Oberstein | Idstein | Idstein-Eschenhahn | Iffeldorf | Iffezheim | Ifta | Igensdorf | Igersheim | Iggingen | Igling | Ihlienworth | Ihlow | Ihlowerfehn | Ihrlerstein | Ilberstedt | Ilbesheim | Ilfeld | Illerich | Illertissen | Illingen | Illschwang | Ilmenau | Ilmenau-Manebach | Ilmenau/Manebach | Ilmmünster | Ilmtal | Ilmtal-Weinstraße | Ilmünster | Ilsede | Ilsede- | Ilsede-OT | Ilsede-Oberg | Ilsede-Ölsburg | Ilsenburg | Ilsfeld | Ilshofen | Ilvesheim | Immendingen | Immenhausen | Immenstadt | Immerath | Impfingen | Imsweiler | Inchenhofen | Inden | Industristr | Ingelfingen | Ingelheim | Ingendorf | Ingersheim | Ingersleben | Ingolstadt | Ingolstadt-Gerolfing | Ingolstadt-Unterbrunnenreuth | Innernzell | Innernzell-Hilgenreith | Inning | Inningen | Insel | Insheim | Inzell | Inzigkofen | Inzigkofen-Vilsingen | Iphofen | Irmtraut | Irrel | Irsch | Isen | Isenburg | Isenbüttel | Iserlohn | Iserlohn-Hennen | Isernhagen | Ismaning | Isny | Isny/Allg. | Ispringen | Isselbach | Isselburg | Isselburg-Anholt | Isselburg-Werth | Issigau | Issum | Isterberg | Itterbeck | Ittlingen | Itzehoe | Itzgrund | Itzstedt | Iven | Ivenack | Ivenack-Weitendorf | Ivenrode | Jade | Jade-Sehestedt | Jagel | Jagsthausen | Jagstzell | Jahnsdorf | Jahnsdorf/Erzgebirge | Jandelsbrunn | Jardelund | Jarmen | Jatznick | Jeckenbach | Jembke | Jemgum | Jena | Jengen | Jerichow | Jerichow-Brettin | Jersbek | Jersleben | Jerxheim | Jesberg | Jesenwang-Pfaffenhofen | Jesewitz | Jessen | Jessewitz | Jessin | Jesteburg | Jestetten | Jettenbach | Jettingen | Jettingen-Scheppach | Jetzendorf | Jevenstedt | Jever | Jeßnigk | Jeßnitz | Joachimsthal | Jockgrim | Johannesberg | Johanngeorgenstadt | Johanniskirchen | Johnsbach | Jonsdorf | Jork | Jossgrund | Juist | Julbach | Juliusburg | Jungingen | Jävenitz | Jördenstorf | Jörl | Jübar | Jübek | Jüchen | Jüchen-Garzweiler | Jüchen-Gierath | Jüchen/ | Jückelberg | Jülich | Jülich-Güsten | Jülich-Koslar | Jünkerath | Jürgenshagen | Jürgenstorf | Jüterbog | Jütrichau | KAARST | KAISERSESCH | KAISERSESCH/NÄHE | KEMBERG | KETTERSHAUSEN | KL-Siegelbach | Kaaks | Kaarst | Kaarst-Büttgen | Kabelsketal | Kadenbach | Kahl | Kahla | Kahrstedt | Kaiser-Wilhelm-Koog | Kaiserlautern | Kaiserlsautern | Kaisersesch | Kaiserslautern | Kaisheim | Kakau | Kakerbeck | Kaköhl | Kalbe | Kalbsrieth | Kalchreuth | Kalefeld | Kalenborn | Kalkar | Kalkar-Appeldorn | Kalkhorst | Kalkofen | Kall | Kall-Anstois | Kall-Golbach | Kalletal | Kalletal-Tevenhausen | Kallmünz | Kalt | Kaltenkirchen | Kaltenlengsfeld | Kaltennordheim | Kaltensundheim | Kaltenwestheim | Kamen | Kamen-Methler | Kamen-Mitte | Kamenz | Kamern | Kamin | Kammeltal | Kammerforst | Kammerstein | Kamminke | Kamp-Bornhofen | Kamp-Lintfort | Kampen | Kamsdorf | Kandel | Kandel-Minderslachen | Kandern | Kannawurf | Kanp-Lintfort | Kappel-Grafenhausen | Kappeln | Kappelrodeck | Kapsweyer | Karbach | Karben | Karby | Kareth | Karlsbad | Karlsbad-Ittersbach | Karlsbad-Langensteinbach | Karlsdorf | Karlsfeld | Karlshagen | Karlshausen | Karlshuld | Karlskron | Karlsruhe | Karlsruhe-Grötzingen | Karlstadt-Gambach | Karlstein | Karlum | Karow | Karrenzin | Karsbach | Karslruhe | Karstädt | Karwitz | Kasbach-Ohlenberg | Kasel | Kassel | Kassel-Forstfeld | Kastel | Kastel-Staadt | Kastellaun | Kastl | Kastorf | Katlenburg-Lindau | Kattenhorn | Katzenelnbogen | Katzow | Katzweiler | Katzwinkel | Kaub | Kaufbeuren | Kaufering | Kaufungen | Kaulsdorf | Kauxdorf | Kayhude | Kehl | Kehl-Goldscheuer | Kehnert | Keitum | Kelberg | Kelbra | Kelheim | Kelkheim | Kelkheim-Fischbach | Kell | Kellenbach | Kellenhusen | Kellinghusen | Kellmünz | Kelsterbach | Keltern | Kemberg | Kemmern | Kemnath | Kemnath-Zwergau | Kempen | Kempen-St. | Kempenich | Kempten | Kempten-Allgäu | Kentzlin | Kenz | Kenzingen | Kerken | Kerken-Nieukerk | Kernen | Kerpe-Blatzheim | Kerpen | Kerpen-Blatzheim | Kersbach | Kerzenheim | Kesselsdorf | Kessin | Kestert | Ketsch | Kettenheim | Kettenkamp | Kettershausen | Kettig | Ketzin | Kevelaer | Kevelaer-Winnekendonk | Kicklingen | Kiedrich | Kieferselden | Kiefersfelden | Kiel | Kienberg | Kieritzsch | Kierspe | Kindelbrück | Kindenheim | Kinderbeuern | Kindsbach | Kinheim | Kipfenberg | Kippenheim | Kirburg | Kirch | Kirchardt | Kirchberg | Kirchbrack | Kirchdorf | Kirchehrenbach | Kirchen | Kirchenlamitz | Kirchenpingarten | Kirchentellinsfurt | Kirchenthumbach | Kirchgellersen | Kirchhain | Kirchhain-Kleinseelheim | Kirchham | Kirchhausen | Kirchheim | Kirchheim-Hasberg | Kirchheim/Neckar | Kirchheimbolanden | Kirchhundem | Kirchlengern | Kirchlinteln | Kirchschönbach | Kirchseelte | Kirchseeon | Kirchspiel | Kirchtimke | Kirchwald | Kirchzarten | Kirchzell | Kirf | Kirkel | Kirkel-Altstadt | Kirkel-Limbach | Kirn | Kirrweiler | Kirschfurt | Kirschroth | Kirschweiler | Kirtorf | Kisdorf | Kisselbach | Kissenbrück | Kissing | Kittlitz | Kitzingen | Kitzscher | Kißlegg | Kl. | Kladow | Klamp | Klanxbüll | Klausdorf | Klausen | Kleeth | Kleetzke | Klein | Klein-Gerau | Kleinaitingen | Kleinblittersdorf | Kleinblittersdorf-Auersmacher | Kleinblittersdorf-Bliesransbach | Kleinbottwor | Kleinbreitenbach | Kleinburgwedel | Kleindemsin | Kleines | Kleinfurra | Kleinglattbach | Kleinheubach | Kleinich | Kleinkmehlen | Kleinlangheim | Kleinleipisch | Kleinliebringen | Kleinmachnow | Kleinmaischeid | Kleinmühlingen | Kleinopitz | Kleinostheim | Kleinsteinhausen | Kleinwallstadt | Kleinwolmsdorf | Kleinzschachwitz | Klettgau | Klettwitz | Kletzin | Kleve | Kleve-Donsbrüggen | Kleve-Keeken | Kleve-Materborn | Klingenberg | Klingenberg- | Klingenbrunn | Klingenmünster | Klingenthal | Klinken | Klipphausen | Klockenhagen | Kloschwitz | Kloster | Klosterfelde | Klosterlechfeld | Klostermansfeld | Kluis | Kluse | Kläden | Klötze | Klötze-Kusey | Klüden | Klüsserath | Klütz | Kneitlingen | Knittlingen | Knoop-Labach | Knopp | Knopp-Labach | Knorrendorf | Knöringen | Knüllwald | Kobern-Gondorf | Koblenz | Kobrow | Kochel | Kodersdorf | Kohlberg | Kohlscheid | Kohren-Sahlis | Kolbermoor | Koldenbüttel | Kolkwitz | Kollig | Kollmar | Kollow | Komptendorf | Konken | Konradsreuth | Konstanz | Konz | Konz-Könen | Konzell | Kopp | Koppatz | Korbach | Korlingen | Kornelimünster | Korntal-Münchingen | Kornwestheim | Korschenbroich | Korswandt | Kosel | Koserow | Kossa | Kossau | Kottenheim | Kottmar | Kottmarsdorf | Kottweiler-Schwanden | Koßdorf | Krackow | Kraftisried | Kraftsdorf | Kraiburg | Kraichtal | Kraichtal-Münzesheim | Krailling | Krakow | Kranenburg | Kranenburg-Frasselt | Kranenburg-Mehr | Kranenburg-Niel | Kranenburg-Nütterden | Kranenburg-Schottheide | Kranenburg-Wyler | Kranenburg-Zyfflich | Kranichfeld | Kranzberg | Krastel | Kratzeburg | Krauchenwies | Krauschwitz | Krausnick | Krautheim | Krayenberggemeinde/Dorndorf | Krebeck | Krefeld | Krefeld-Bockum | Krefeld-Hüls | Krefeld-Inrath | Krefeld-Oppum | Krefeld-Traar | Krefeld-Verberg | Kreiensen | Kreimbach-Kaulbach | Kreis | Kreischa | Kreischa-Gombsen | Krembz | Kremkau | Kremmen | Kremnitzaue | Krempdorf | Krempe | Kremperheide | Krems | Kressbronn | Krettnich | Kreuth | Kreuth-Oberhof | Kreuth-Scharling | Kreuzau | Kreuzfeld | Kreuztal | Kreuzwertheim | Krickenbach | Kriebitzsch | Kriebstein | Kriegsfeld | Krien | Kriftel | Krippehna | Kritzmow | Kritzow | Krombach | Kronach | Kronau | Kronberg | Kronberg-OT | Kronburg | Kronprinzenkoog | Kronsgaard | Kronshagen | Kropp | Kroppach | Kroppenstedt | Krostitz | Krostitz-Krensitz | Krottelbach | Kruckow | Kruft | Kruge | Krumbach | Krumbach-Edenhausen | Krumbach-Niederraunau | Krumhermersdorf | Krummendeich | Krummesse | Krummhörn | Krummhörn-Pewsum | Krummhörn/Loquard | Krummin | Krummwisch | Krumpa | Krumstedt | Krähenberg | Kröpelin | Kröppelshagen | Kröslin | Kröv | Kröv-Kövenig | Kublank | Kubschütz | Kuchelmiß | Kuchen | Kuddewörde | Kuden | Kuhardt | Kuhfelde | Kuhlen | Kuhlhausen | Kuhsdorf | Kukuk | Kulmain | Kulmbach | Kumhausen | Kummer | Kummerfeld | Kupferberg | Kupferzell | Kuppenheim | Kuppingen | Kurort | Kusel | Kusey | Kusterdingen | Kutenholz | Kutzenhausen-Agawang | Kyffhäuserland | Kyllburg | Kyritz | Käbschütztal | Kägsdorf | Käshofen | Köditz | Ködnitz | Köfering | Köhlen | Köhn | Köhra | Kölleda | Kölln-Reisiek | Köln | Köln-Altstadt-Nord | Köln-Höhenhaus | Köln-Innenstadt | Köln-Junkersdorf | Köln-Lindenthal | Köln-Lövenich | Köln-Rath/Heumar | Köln-Weiß | Köln-Zündorf | Kölpinsee | Köngen | Köngernheim | Köngiswinter | Königheim | Königlutter | Königs | Königs-Wusterhausen | Königsbach | Königsbach-Stein | Königsberg | Königsbronn | Königsbronn-Zang | Königsbrunn | Königsbrück | Königsdorf | Königsee | Königsee-Rottenbach | Königsfeld | Königshain | Königshain-Wiederau | Königshein-Wiederau | Königshorst | Königshütte | Königslutter | Königsmoos | Königsmoos-Untermaxfeld | Königstein | Königstein-Mammolshain | Königswalde | Königswinter | Königswinter-Ittenbach | Könnern | Körchow | Körle | Kösching | Köthen | Kötterichen | Kötz | Kößlarn | Kühbach | Kühlenhagen | Kühlungsborn | Kühsen | Külsheim | Külsheim-Uissigheim | Kümbdchen | Kümmersbruck | Künzell | Künzell-Pilgerzell | Künzelsau | Künzelsu | Küps | Kürnach | Kürnbach | Kürten | Kürten-Eichhof | Küsel | Küssaberg | Küsten | Küsten-OT | Küstriner | LINSENGERICHT | Laage | Laar | Laatzen | Laatzen-Rethen | Laberweinting | Laboe | Lachen | Lachen-Speyerdorf | Lachendorf | Ladbergen | Ladelund | Ladenburg | Laer | Laeven | Laffeld | Lage | Lahn | Lahn- | Lahn-Dill-Kreis | Lahnau | Lahnstein | Lahntal | Lahntal-Caldern | Lahr | Lahr-Langenwinkel | Lahr-Sulz | Lahr/Schwarzwald | Lahr/Schwarzwald-Lahr | Lahstedt | Laichingen | Laichingen-Feldstetten | Laichingen-Suppingen | Laiz | Lalendorf | Lalling | Lam | Lambertsberg | Lambrecht | Lambsborn | Lambsheim | Lamerdingen | Lampertheim | Lampertheim-Hofheim | Lampertheim-Rosengarten | Lampertswalde | Lampringe | Lamspringe | Lamstedt | Lancken | Lancken-Dranske | Lancken-Granitz | Landau | Landau-Dammheim | Landesbergen | Landolfshausen | Landsberg | Landsberg-Gollma | Landscheid | Landshut | Landshut-Auloh | Landshut/Achdorf | Landstuhl | Landsweiler-Reden | Landwehr | Langballig | Langballigau | Langburkersdorf | Langdorf | Langeln | Langelsheim | Langelsheim-Lautenthal | Langen | Langenargen | Langenau | Langenaundorf | Langenbach | Langenberg | Langenbrettach | Langenburg | Langendamm | Langendembach | Langendernbach | Langendorf | Langendorf-OT | Langeneichstädt | Langenenslingen | Langenenslingen-Billafingen | Langenfeld | Langenhagen | Langenhahn | Langenhanshagen | Langenhorn | Langenleuba-Niederhain | Langenlonsheim | Langenpreising | Langenscheid | Langenselbold | Langensendelbach | Langenstein | Langenweißbach | Langenwetzendorf | Langenzenn | Langerringen | Langerwehe | Langfurth | Langgöns | Langhagen | Langlingen | Langquaid | Langscheid | Langstedt | Langsur | Langsur-Wasserbilligerbrück | Langula | Langwedel | Langwedel-Etelsen | Langweid | Lanke | Lanz | Lappersdorf | Lasbek | Lassan | Lassentin | Lastrup | Latdorf | Latendorf | Lathen | Laubach | Lauben | Lauben-Frickenhausen | Laubenheim | Laubusch | Laucha | Lauchhammer | Lauchheim | Lauchringen | Lauda- | Lauda-Königshofen | Lauda-Königshofen-Unterbalbach | Laudenbach | Lauenau | Lauenburg | Lauenburg/Elbe | Lauenhagen | Lauenstein | Lauf | Laufach | Laufen | Laufenburg | Laufenburg-Stadenhausen | Laufersweiler | Lauffen | Lauingen | Laumersheim | Laupheim | Laupheim-Bihlafingen | Laupheim-Obersulmetingen | Lauscha | Lauta | Lauter | Lauter-Bernsbach | Lauterach | Lauterbach | Lauterbach-Rudlos | Lauterbach-Wallenrod | Lauterecken | Lauterhofen | Lauterstein | Lautert | Lautertal | Lautertal- | Lautertal-Elmshausen | Lautrach | Lautzenbrücken | Laußig | Lawalde | Lawalde-Kleindehsa | Lebach | Lebach-Alschbach | Lebach-Aschbach | Lebach-Gresaubach | Lebach-Landsweiler | Lebach-Thalexweiler | Lebehn | Lechbruck | Leck | Leegebruch | Leer | Leerstetten | Leezdorf | Leezen | Legau | Legden | Lehe | Lehesten | Lehesten- | Lehmen | Lehmkuhlen | Lehnitz | Lehnstedt | Lehrberg | Lehre | Lehrensteinsfeld | Lehrte | Lehrte-Ahlten | Leibertingen | Leiblfing | Leichlingen | Leidersbach | Leienkaul | Leiferde | Leimbach | Leimbach-Gilgenbach | Leimen | Leimersheim | Leinburg | Leinde | Leinefelde-Worbis | Leinfelden-Echterdingen | Leingarten | Leiningen | Leinsweiler | Leinzell | Leipheim | Leipzig | Leipzig-Althen | Leipzig-Baalsdorf | Leipzig-Großzschocher | Leipzig-Leutzsch | Leipzig-Liebertwolkwitz | Leipzig-Thekla | Leipzig-Wahren | Leisnig | Leitzkau | Leiwen | Lelm | Lemberg | Lembruch | Lemgo | Lemgow | Lemnitz | Lemwerder | Lendsiedel | Lengede | Lengefeld | Lengenfeld | Lengerich | Lengfeld | Lenggries | Lennestadt | Lenningen | Lensahn | Lentföhrden | Lenting | Lenzen | Lenzkirch | Lenzkirch-Raitenbuch | Leonberg | Leopoldshagen | Leopoldshöhe | Letschin | Lettweiler | Leuba | Leuben | Leuben-Schleinitz | Leubnitz | Leubsdorf | Leun | Leun-Biskirchen | Leuna | Leupoldsgrün | Leutenbach | Leutenberg | Leuterod | Leutersdorf | Leutershausen | Leutesdorf | Leutkirch | Levens | Leverkusen | Libbenichen | Lich | Lichte | Lichtenau | Lichtenau-Blankenrode | Lichtenau/OT | Lichtenberg | Lichtenberg/Erzgeb. | Lichtenfels | Lichtenfels-Trieb | Lichtenow | Lichtenstein | Lichtenstein-Göllesberg | Lichtentanne | Lichtenwald | Liebenau | Liebenburg | Liebenburg-Dörnten | Liebenburg-Groß | Liebenwalde | Lieberose | Liebschützberg | Liebstadt | Liederbach | Lienen | Liensfeld | Liepe | Liepen | Liepgarten | Lierschied | Liesenich | Lieser | Lilienthal | Limbach | Limbach-Krumbach | Limbach-Oberfrohna | Limburg | Limburg-Lindenholzhausen | Limburg-Linter | Limburg-Weilburg | Limburgergof | Limburgerhof | Limeshain | Limmritz | Linau | Lind | Lindau | Lindau-Insel | Lindberg | Linden | Lindenau | Lindenberg | Lindenfels | Lindenfels-Winterkasten | Lindern | Lindetal | Lindetal-Plath | Lindewerra | Lindewitt | Lindheim | Lindhorst | Lindlar | Lindow | Lindstedt | Lindwedel | Lingen | Lingen-Altenlingen | Lingen-Ramsel | Lingenfeld | Lingerhahn | Linkenheim-Hochstetten | Linnich | Linnich-Boslar | Linnich-Ederen | Linsburg | Linsengericht | Linstow | Lintig | Linz | Lippetal | Lippetal-Lippborg | Lippstadt | Lisberg | Lisdorf | Lissendorf | List | Litzendorf | Lobbach | Lobbe | Lobenfeld | Loburg | Lochhausen | Lochum | Lockstedt | Lockwisch | Loddin | Loffenau | Lohbarbek | Lohberg | Lohe | Lohe-Föhrden | Lohe-Rickelshof | Lohfelden | Lohklindt | Lohmar | Lohme | Lohmen | Lohne | Lohnsfeld | Lohr | Lohra | Lohrbach | Lohsa | Loiching | Loiching/Kronwieden | Loit | Loitz | Lollar | Lollschied | Lommatzsch | Longkamp | Lonnig | Lonsee | Lonsheim | Loose | Lorch | Lorchhausen | Lorsch | Losheim | Losheim-Bergen | Losheim-Britten | Lossa | Lossatal | Lossatal/ | Lossburg | Lostau | Lotte | Lottstetten | Loxstedt | Loxstedt-Nesse | Loxstedt-Ueterlande | Loßburg | Lubmin | Lucka | Luckau | Luckenbach | Luckenwalde | Luckow | Ludendorf | Ludorf | Ludwigsau | Ludwigsburg | Ludwigschorgast | Ludwigsfelde | Ludwigshafen | Ludwigshafen-Mundenheim | Ludwigshafen-Oggersheim | Ludwigshafen-Rheingönheim | Ludwigshafen-Ruchheim | Ludwigshöhe | Ludwigslust | Ludwigsstadt | Ludwigsthal | Ludwigswinkel | Lug | Lugau | Lugau/Erzgeb. | Luhe-Wildenau | Luhnstedt | Lunden | Lunzenau | Lupburg | Lustadt | Lutherstadt | Lutherstaft | Lutter | Lutzerath | Lutzerathe | Lutzhorn | Lützen | Lychen | Lägerdorf | Lähden | Löbau | Löbejün | Löbnitz | Löchgau | Löcknitz | Lödderitz | Löderburg | Löf | Löffingen | Löffingen-Reiselfingen | Löhlbach | Löhnberg | Löhne | Löhnhorst | Löllbach | Löningen | Löningen-Borkhorn | Lörrach | Lörrach- | Lörzweiler | Lösnich | Löwenberg | Löwenberger | Löwenstein | Lößnitz | Lübars | Lübbecke | Lübben | Lübbenau | Lübbenau/Spreewald | Lübberstedt | Lübeck | Lübeck-Dänischburg | Lübeck-Travemünde | Lübow | Lübs | Lübtheen | Lübz | Lüchow | Lückendorf | Lüdenscheid | Lüder | Lüderitz | Lüdersdorf | Lüdershagen | Lüdinghausen | Lüerdissen | Lügde | Lügde-Elbrinxen | Lühburg | Lühmannsdorf | Lüneburg | Lünen | Lünen-Gahmen | Lünne | Lünten | Lürschau | Lüssow | Lütau | Lütetsburg | Lütjenburg | Lütjenholm | Lütjensee | Lütjenwestedt | Lütow | Lüttenmark | Lüttgenrode | Lütz | Lützelbach | Lützen | Lützenbach | Lützow | MERZIG | Maasbüll | Maasen | Maasholm | Machern | Mackenbach | Magdeburg | Magdeburg-Ottersleben | Magstadt | Mahlberg | Mahlow | Mahlsdorf | Mahlstetten | Mahlwinkel | Mahlzow | Maichingen | Maikammer | Main-Taunus-Kreis | Mainaschaff | Mainburg | Mainburg-Sandelzhausen | Mainburg/Unterempfenbach | Mainhardt | Mainhardt-Ammertsweiler | Mainhausen | Mainleus | Maintal | Maintal-Bischofsheim | Mainz | Mainz-Bingen | Mainz-Bretzenheim | Mainz-Finthen | Mainz-Gonsenheim | Mainz-Kastel | Mainz-Kostheim | Mainz-Laubenheim | Mainz-Lerchenberg | Maisach | Maitenbeth | Malberg | Malborn | Malchin | Malchow | Malchow-Inselstadt | Malente | Malente-Krummsee | Malgersdorf | Mallersdorf-Pfaffenberg | Malliß | Malow | Malsburg-Marzell | Malsch | Malsch-Waldprechtsweier | Malsch-Waldprechtsweiler | Malsch/Waldprechtsweier | Malschwitz | Malschwitz/ | Malsfeld-Beiseförth | Malterdingen | Mammendorf | Mamming | Manching | Mandel | Mandelbachtal | Mandern | Manderscheid | Mannheim | Mannheim-Feudenheim | Mannheim-Friedrichsfeld | Mannheim-Seckenheim | Mannheim-Waldhof | Mannheim-Wallstadt | Mannweiler-Cölln | Mansfeld | Mantel | Manubach | Marbach | Marburg | March | Margetshöchheim | Marienberg | Marienberg-OT | Marienborn | Marienfließ | Marienhafe | Marienhagen | Marienheide | Marienmünster | Marienrachdorf | Marienthal | Marienwerder | Maring-Noviand | Marisfeld | Mark | Markdorf | Markersdorf | Markgröningen | Markkleeberg | Markkleeberg-Auenhain | Marklkofen | Marklohe | Markneukirchen | Markranstädt | Markransädt | Markt | Marktgraitz | Marktheidenfeld | Marktl | Marktleugast | Marktoberdorf | Marktredwitz | Marktschellenberg | Marktsteft | Marktzeuln | Marl | Marloffstein | Marlow | Marmagen | Marne | Marnitz | Maroldsweisach | Marpingen | Marquartstein | Marsberg | Marsberg- | Marsberg-Bredelar | Marsberg-Essentho | Marschacht | Marschalkenzimmern | Martenroth | Martensrade | Martfeld | Martinroda | Martinshöhe | Martinstein | Marxen | Marxheim-Gansheim | Marxzell | Marzhausen | Marzling | Masburg | Maselheim-Sulmingen | Massenbachhausen | Massenhausen | Masserberg | Masserberg/ | Massing | Mastershausen | Mattsies | Matzenbach | Mauchenheim | Mauer | Mauern | Maulbronn | Mauth | Maxdorf | Maxen | Maxhütte-Haidhof | Maxhütte-Haudhof | Maxsain | Mayen | Mayen-Koblenz | Mayschoss | Maßweiler | Mechelgrün | Mechernich | Mechernich-Eicks | Mechernich-Kommern | Mechernich-Roggendorf | Mechernich-Wachendorf | Mechterstädt | Meckel | Meckenbeuren | Meckenheim | Meckenheim-Merl | Meckenheim/Kottenforst | Meckesheim | Medard | Meddersheim | Meddewade | Medebach | Medebach-Küstelberg | Medebach-Medelon | Medelby | Medow | Meeder | Meerane | Meerbeck | Meerbsuch | Meerbusch | Meerbusch-Bösinghoven | Meerbusch-Strümp | Meerfeld | Meersburg | Meersburg-Riedetsweiler | Meggerdorf | Mehlbach | Mehle | Mehlingen | Mehltheuer | Mehren | Mehring | Meiling | Meine | Meine-Wedesbüttel | Meinersdorf | Meinersen | Meinerzhagen | Meineweh | Meinhard | Meiningen | Meisburg | Meisenheim | Meitingen | Meitingen-Ostendorf | Meißen | Meißenheim | Meißner | Melbeck | Melchow | Meldorf | Melle | Mellenbach | Mellendorf | Mellensee | Mellenthin | Mellingen | Mellinghausen | Mellrichstadt | Melsbach | Melsdorf | Melsungen | Melsungen-Günsterode | Melsungen-Röhrenfurth | Melz | Memmingen | Memmingen-Amendingen | Memmingerberg | Menden | Mendig | Mengen | Mengen-Ennetach | Mengerschied | Mengersgereuth-Hämmern | Mengerskirchen | Mengerskirchen-Dillhausen | Menslage | Menteroda | Meppen | Merbelsrod | Merching | Merchweiler | Merenberg | Mering | Merkers | Merklingen | Merseburg | Mertloch | Merxheim | Merzalben | Merzdorf | Merzen | Merzenich | Merzig | Merzig-Hilbringen | Merzig-Stadt | Merzkirchen | Meschede | Meschede-Berge | Meschede-Grevenstein | Mescherin | Mesekenhagen | Mesekenhagen/OT | Mespelbrunn | Messel | Messingen | Mestlin | Metelen | Metelsdorf | Metten | Mettendorf | Mettenheim | Metterich | Mettingen | Mettlach | Mettlach-Orscholz | Mettmann | Mettweiler | Metzdorf | Metzingen | Metzingen-Neuhausen | Metzkausen | Meudt | Meusegast | Meuselbach-Schwarzmühle | Meuselwitz | Meyenburg | Meyn | Meßkirch | Meßkirch-Menningen | Meßstetten | Meßstetten-Heinstetten | Michelau | Michelbach | Michelfeld | Michelstadt | Michelstadt-Steinbach | Michendorf | Middelhagen | Midlum | Miehlen | Mielkendorf | Miellen | Miesbach | Mietingen | Mihla | Milbitz | Mildenau | Mildstedt | Millen | Millienhagen-Oebelitz | Milmersdorf | Milow-Kastorf | Milow-Krinitz | Milower | Miltenberg | Mindelheim | Mindelzell | Minden | Minden-Kutenhausen | Mintraching | Mirow | Misburg | Missen-Wilhams | Mistelgau | Mistorf | Mittelangeln | Mittelbiberach | Mittelbrunn | Mitteleschenbach | Mittelherwigsdorf | Mittelnkirchen | Mittelstenahe | Mittelstennahe | Mittelstetten | Mittelstrimmig | Mittenaar | Mittenwalde | Mitterfels | Mittergars | Mitterskirchen | Mitterteich | Mitterwöhr | Mittweida | Mitwitz | Mixdorf | Mochau | Mockrehna | Modautal | Modautal-Brandau | Moers | Moers-Schwafheim | Mogendorf | Mohlsdorf | Mohrkirch | Moisburg | Molbergen | Molfsee | Mollhagen | Molmerswende | Moltzow | Monheim | Monreal | Monschau | Monschau-Höfen | Monschau-Imgenbroich | Monschau-Mützenich | Monsheim | Montabaur | Monzelfeld | Monzenfeld | Monzingen | Moordorf | Moorenweis | Moormerland | Moormerland-Warsingsfehn | Moorrege | Moos | Moosbach | Moosbeuren | Moosburg | Moosinning | Moosthening | Moosthenning | Moosthenning/Dornwang | Morbach | Morbach-Bischofsdhron | Morbach-Gonzerath | Morbach-Hinzerath | Morbach-Merscheid | Morbach-Wederath | Morgenröthe-Rautenkranz | Moringen | Moritzburg | Morsbach | Morschen | Morshausen | Morsum | Mosbach | Moselkern | Mossautal | Mottschieß | Much | Mucheln | Mudau | Mudau-Steinbach | Mudau-Ünglert | Mudenbach | Mudersbach | Mudershausen | Mudestausee | Muggensturm | Mulda | Mulda/Sachsen | Muldenhammer | Muldestausee | Mulfingen | Mulsum | Mundelsheim | Munderkingen | Munkbrarup | Munkmarsch | Munster | Murg | Murnau | Murr | Murrhardt | Murrhardt-Steinberg | Muschenried | Mussbach | Musterstadt | Mutlangen | Mutterschied | Mutterstadt | Mutzschen | Mylau | Mz-Bretzenheim | Mähring | Märkisch | Märkisch-Oderland-Hoppegarten | Märkisch-Oderland-Neuenhagen | Märkische | Möckern | Möckmühl | Möckmühl-Züttlingen | Mögglingen | Möhnesee | Möhnesee-Körbecke | Möllenbeck | Möllenhagen | Mölln | Mölschow | Mölsheim | Mömbris | Mömlingen | Möncgengladbach | Mönchberg | Mönchengladbach | Mönchengladbach-Großheide | Mönchengladbach-Rheydt | Mönchengladbach-Wickrath | Mönchenholzhausen | Mönchgut | Mönchhagen | Mönchsdeggingen | Mönchsroth | Mönchweiler | Mönkeberg | Mönkebude | Mönkhagen | Mönkloh | Mönsheim | Mörfelden | Mörfelden-Walldorf | Möringen | Mörlen | Mörlenbach | Mörlenbach-Bonsweiher | Mörsbach | Mörschied | Mörsdorf | Mörsfeld | Möschwitz | Möser | Mössingen | Mössingen-Öschingen | Möthlow | Mötzingen | Mücheln | Mücka | Mücke | Mücke-Sellnrod | Müden | Mügeln | Müglitztal | Mühl | Mühlacker | Mühlacker-Dürrmenz | Mühlacker-Mühlhausen | Mühlberg/Elbe | Mühldorf | Mühlen | Mühlenbach | Mühlenbeck | Mühlenbecker | Mühlendorf-Kreuzschuh | Mühlhausen | Mühlhausen-Ehingen | Mühlhausen/Thüringen | Mühlheim | Mühlingen | Mühltal | Mülheim | Mülheim-Kärlich | Mülheim-Saarn | Mülhheim-Kärlich | Müllenbach | Müllheim | Müllrose | Mülsen | Münchberg | Müncheberg | Münchehofe | München | München-Aubing | München-Pasing-Obermenzing | Münchhausen | Münchsmünster | Münchsteinach | Münchweiler | Münchweiler/ | Mündersbach | Münklingen | Münnerstadt | Münsing | Münsing-Ammerland | Münsingen | Münster | Münster-Angelmodde | Münster-Gelmer | Münster-Handorf | Münster-Hiltrup | Münster-Sarmsheim | Münster-Wolbeck | Münsterappel | Münsterdorf | Münsterhausen | Münsterland | Münstermaifeld | Münstermaifeld-Lasserg | Münzenberg | Mürlenbach | Müsch | Müssen | NEUBURG | NW-Lachen-Speyerdorf | Nabburg | Nachrodt-Wiblingwerde | Nackenheim | Nagel | Nagold | Nagold-Hochdorf | Nagold-Pfrondorf | Nahetal-Waldau | Nahrendorf | Naila | Nalbach | Namborn | Nandlstadt | Nannhausen | Nanzdietschweiler | Nassau | Nassenfels | Nassenheide | Nastätten | Nattenheim | Nattheim | Nauen | Nauheim | Naumburg | Naundorf | Naunhof | Nauort | Nauroth | Nazza | Naßweiler | Nebel | Nebra | Neckar-Odenwald-Kreis | Neckarbischofsheim | Neckargemünd | Neckargemünd-Dilsberg | Neckargerach | Neckarsteinach | Neckarsulm | Neckartailfingen | Neckartenzlingen | Neckarwestheim | Neckarzimmern | Neddemin | Nedlitz | Neef | Neenstetten | Neetze | Neetzka | Neetzow | Negast | Negernbötel | Nehlitz | Nehms | Nehmten/OT | Nehren | Neidenbach | Neidenfels | Neidenstein | Neidlingen | Neitersen | Neißeaue | Neißemünde | Nellingsheim | Nempitz | Nemsdorf-Göhrendorf | Nenndorf | Nennhausen | Nentershausen | Neresheim | Neresheim-Elchingen | Neroth | Nersingen | Nerzweiler | Neschwitz | Nesse | Nesselwang | Nessendorf | Nessetal | Netphen | Nettelsee | Nettersheim | Nettersheim- | Nettersheim-Marmagen | Nettetal | Nettetal-Lobberich | Netzeband | Netzschkau | Neu | Neu-Anspach | Neu-Eichenberg | Neu-Isenburg | Neu-Ulm | Neu-Ulm-City | Neu-Ulm-Reutti | Neualbenreuth | Neubartelshagen | Neubeckum | Neuberend | Neuberg | Neubeuern | Neubiberg | Neubrandenburg | Neubukow | Neubulach | Neuburg | Neudenau | Neudenau-Herbolzheim | Neudietendorf | Neudrosselfeld | Neue | Neuenburg | Neuenbürg | Neuendeich | Neuendorf-Heide | Neuendorf/ | Neuenfelde | Neuengörs | Neuenhagen | Neuenhaus | Neuenhofe | Neuenkirchen | Neuenkirchen-Vörden | Neuenmarkt | Neuenrade | Neuenstadt | Neuenstein | Neuenstein- | Neuenthal | Neuerburg | Neuerkirch | Neufahrn | Neufeld | Neuferchau | Neuffen | Neufinsing | Neufra | Neufunnixsiel | Neugersdorf | Neugraben | Neuhardenberg | Neuharlingersiel | Neuhaus | Neuhausen | Neuhausen-Hamberg | Neuhausen/Erzgebirge | Neuhausen/Spree | Neuhemsbach | Neuhof | Neuhofen | Neuhäusel | Neuhütten | Neukalen | Neukamperfehn | Neukieritzsch | Neukirch | Neukirchen | Neukirchen-Vluyn | Neukirchen/Erzgebirge | Neukirchen/Pleiße | Neukloster | Neukrichen | Neuleiningen | Neulewin | Neulingen | Neulussheim | Neulußheim | Neulöwenberg | Neumagen-Dhron | Neumarkt | Neumarkt-Sankt | Neumünster | Neunburg | Neundorf | Neunheilingen | Neunkhausen | Neunkichen | Neunkirchen | Neunkirchen- | Neunkirchen-Altenseelbach | Neunkirchen-Seelscheid | Neupetershain | Neuravensburg | Neureichenau | Neuried | Neuruppin | Neusalza-Spremberg | Neuss | Neustadt | Neustadt-Borstel | Neustadt-Geinsheim | Neustadt-Glewe | Neustadt-Haardt | Neustadt-Mardorf | Neustadt-Schneeren | Neustadt/ | Neustadt/Harz | Neustadt/Vogtl. | Neustetten | Neustrelitz | Neusäss | Neusäß | Neusäß-Hainhofen | Neusäß-Ottmarshausen | Neutraubling | Neutrebbin | Neuwied | Neuwied-Feldkirchen | Neuwied-Segendorf | Neuzelle | Neuäß | Neuötting | Newel | Ney | Nickenich | Nidda | Niddatal | Nidderau | Nidderau-Erbstadt | Nideggen | Nideggen-Abenden | Nideggen-Embken | Nideggen-Rath | Nideggen-Schmidt | Nieblum | Niebüll | Niedenstein | Nieder | Nieder-Hilbersheim | Nieder-Olm | Nieder-Wiesen | Niederaichbach | Niederalben | Niederalteich | Niederau | Niederaula | Niederbachheim | Niederbergkirchen | Niederbrechen | Niederbreitbach | Niedercunnersdorf | Niederdodenleben | Niederdodernleben | Niederdorf | Niederdorfelden | Niederdürenbach | Niederer | Niedererbach | Niedereschach | Niederfischbach | Niederfrohna | Niedergörsdorf | Niederhambach | Niederheimbach | Niederhofen | Niederkassel | Niederkirchen | Niederkleevez | Niederkrüchten | Niederkumbd | Niederlamitz | Niederlangen | Niederlommatzsch | Niedermohr | Niedermurach | Niedernberg | Niederndodeleben | Niedernhall | Niedernhausen | Niedernhausen-Königshofen | Niederrieden | Niederroßbach | Niederroßla | Niedersachen | Niedersachsen | Niedersayn | Niederstadtfeld | Niedersteinebach | Niederstetten | Niederstetten-Streichental | Niederstotzingen | Niederstotzingen-Oberstotzingen | Niederstozingen | Niedertrebra | Niederusel | Niederwallmenach | Niederwerrn | Niederwerth | Niederwiesa | Niederwinkling | Niederwörresbach | Niederwürschnitz | Niederzier | Niederzier-Oberzier | Niederzissen | Niefern-Öschelbronn | Nieheim | Niehuus | Niemberg | Niemegk | Nienburg | Niendorf | Niendorf/Bad | Nienhagen | Nienstädt | Nienwohld | Nierderkrüchten | Niersbach | Nierstein | Nieschütz | Niesgrau | Niesky | Nieste | Niestetal | Nimritz | Nimshuscheid | Nimsreuland | Nindorf | Nister | Nisterberg | Nistertal | Nistertal-Erbach | Nittel | Nittenau | Nittendorf | Nitzow | Nobitz | Nochern | Noer | Nohfelden | Nohfelden- | Nohn | Nonnenhorn | Nonnenweier | Nonnweiler | Nordden | Norden | Norden-Norddeich | Nordendorf | Nordenham | Nordenham-Einswarden | Nordenstadt | Norderbrarup | Nordermeldorf | Norderney | Norderstapel | Norderstedt | Norderstedt-Harksheide | Norderwöhrden | Nordgermersleben | Nordhalben | Nordharz | Nordhastedt | Nordhausen | Nordheim | Nordheim-Nordhausen | Nordholz | Nordhorn | Nordhorn-Brandlecht | Nordleda | Nordrach | Nordrhein-Westfalen | Nordseeheilbad | Nordstemmen | Nordstemmen-Groß | Nordstrand | Nordwalde | Nordwestuckermark | Norheim | Northeim | Nortmoor | Nortorf | Nossen | Nossendorf | Nottuln | Nottuln-Appelhülsen | Notzingen | Nussdorf | Nusse | Nuthe-Urstromtal | Nuthetal | Nußbach | Nußdorf | Nußloch | Nußloch-Maisbach | Nächst | Nägelstedt | Nähe | Nöbdenitz | Nördlingen | Nörten-Hardenberg | Nörtershausen | Nörthen-Hardenberg | Nörvenich | Nörvenich-Rommelsheim | Nörvenich-Wissersheim | Nümbrecht | Nünchritz | Nünschweiler | Nürnberg | Nürnberg-Boxdorf | Nürtingen | Nürtingen-Reudern | Nützen | OFFENBACH | OT | Ober | Ober-Flörsheim | Ober-Gleen | Ober-Hilbersheim | Ober-Mumbach | Ober-Mörlen | Ober-Olm | Ober-Ramstadt | Oberahr | Oberammergau | Oberasbach | Oberau | Oberaudorf | Oberaula | Oberbarnim | Oberbettingen | Oberboihingen | Oberbrombach | Obercunnersdorf | Oberderdingen | Oberdiebach | Oberding | Oberdolling | Oberdorla | Oberehe-Stroheich | Oberelbert | Obererbach | Oberfell | Obergriesbach | Obergurig | Obergünzburg | Oberhaching | Oberhaid | Oberharmersbach | Oberharz | Oberhausen | Oberhausen-Dümpten | Oberhausen-Rheinhausen | Oberhavel-Birkenwerder | Oberhavel-Mühlenbecker-Land-Schildow | Oberheimbach | Oberheldrungen | Oberhof | Oberirsen | Oberjettingen | Oberkail | Oberkatz | Oberkirch | Oberkochen | Oberkotzau | Oberkrämer | Oberlahnstein | Oberlahr | Oberlaindern | Oberlauterbach | Oberlungwitz | Obermaßfeld | Obermaßfeld-Grimmenthal | Obermehler | Obermichelbach | Obermohr | Obermoschel | Obernbreit | Obernburg | Oberndorf | Oberndorf-Aistaig | Obernfeld | Obernheim | Obernheim-Kirchenarnbach | Obernholz | Obernkirchen | Obernkrchen | Obernwohlde | Obernzell | Oberostendorf | Oberotterbach | Oberpframmern | Oberpöring | Oberreichenbach | Oberreifenberg | Oberreute | Oberriexingen | Oberrimsingen | Oberrod | Oberrot | Oberroßbach | Obersaida | Oberscheinfeld | Oberschleissheim | Oberschleißheim | Oberschlettenbach | Oberschneiding | Oberschwarzach | Oberschweinbach | Oberschöna | Oberschönau | Oberschönegg | Oberseifersdorf | Obersimten | Obersinn | Obersontheim | Oberstadion | Oberstadt | Oberstadtfeld | Oberstaufen | Oberstdorf | Oberstenfeld | Obersulm | Obersülzen | Obertaufkirchen | Oberteuringen | Obertraubling | Obertshausen | Obertshausen-Hausen | Oberursel | Oberursel-Oberstedten | Oberviechtach | Obervolkach | Oberwambach | Oberweid | Oberweiler | Oberweis | Oberweißbach | Oberwesel | Oberweser | Oberwiera | Oberwiesen | Oberwiesenthal | Oberwolfach | Oberzeitelbach | Oberzent | Oberzent-Olfen | Obhausen | Obing | Obrigheim | Obrigheim-Mörtelstein | Ochsenfurt | Ochsenhausen | Ochsenwang | Ochtendung | Ochtersum | Ochtmersleben | Ochtrup | Ockenfels | Ockenheim | Ockfen | Odderade | Odelzhausen | Odenbach | Odensachsen | Odenthal | Oder-Spree | Oder-Spree-Woltersdorf | Oderaue | Oderberg | Odernheim | Oderwitz | Odisheim | Oebisfelde | Oechsen | Oederan | Oedheim | Oelde | Oelixdorf | Oelsberg | Oelsnitz | Oelsnitz-Vogtland | Oelsnitz/Vogtland | Oelzschau | Oepfershausen | Oer | Oer-Erkenschwick | Oerel | Oering | Oerlenbach | Oerlinghausen | Oerlinghausen-Altstadt | Oesfeld | Oesterdeichstrich | Oesterwurth | Oestrich-Winkel | Oettingen | Oevenum | Oeversee | Oeynhausen | Offenau | Offenbach | Offenbach-Bürgel | Offenbach-Hundheim | Offenbach-Rumpenheim | Offenberg | Offenburg | Offingen | Offleben | Offstein | Ofterdingen | Ofterschwang | Oftersheim | Ohlsbach | Ohmden | Ohrdruf | Olbernhau | Olbernhau/ | Olbersdorf | Olbersleben | Olching | Oldenburg | Oldenbüttel | Oldendorf | Oldenswort | Oldersbek | Oldisleben | Oldsum | Olfen | Olk | Ollendorf | Ollmuth | Olpe | Olsber2 | Olsberg | Olzheim | Oppach | Oppenau | Oppenheim | Oppenweiler | Oranienbaum | Oranienbaum-Wörlitz | Oranienburg | Oranienburg-Germendorf | Orenhofen | Orlamünde | Ortenberg | Ortenburg | Ortrand | Osann-Monzel | Osburg | Oschatz | Oschersleben | Osnabrück | Osnabrück-Atter | Ostbevern | Ostdorf | Osteeheilbad | Osteel | Ostelsheim | Osten | Ostenfeld | Osterburg | Osterburken | Osterby | Ostercappeln | Osterfeld | Osterhausen | Osterhever | Osterhofen | Osterholz | Osterholz-Scharmbeck | Osterholz-Scharmbeck- | Osternienburger | Osterode | Osterode-Lerbach | Osterrönfeld | Osterstedt | Ostertor | Osterweddingen | Osterwieck | Osterwieck-Zilly | Ostfildern | Ostfildern-Kemnat | Ostfildern-Nellingen | Ostheim | Osthofen | Ostholstein | Ostingersleben | Ostrach | Ostrau | Ostrhauderfehn | Ostritz | Ostseebad | Oststeinbek | Oststeinbek-Havighorst | Ostvorpommern | Ottendorf | Ottendorf-Okrilla | Ottendorf/Okrilla | Ottenhofen | Ottensoos | Ottenstein | Otter | Otterbach | Otterberg | Otterndorf | Ottersberg | Ottersheim | Otterstadt | Ottersweier | Otterwisch | Ottmannshausen | Ottmarshausen | Ottobeuren | Ottobrunn | Ottrau | Ottweiler | Ottweiler-Lautenbach | Ottweiler-Steinbach | Otzberg | Otzberg-Oberklingen | Otzing | Ovelgönne | Overath | Owen | Owen/Teck | Owingen | Owschlag | Oyten | Oßling | PLAUEN | Padenstedt-Kamp | Paderborn | Paderborn-Marienloh | Pahlen | Painten | Palling | Palmersheim | Palzem | Pampow | Panker | Panketal | Panketal/OT | Pansdorf | Pansfelde | Panten | Pantenburg | Panzweiler | Papenburg | Papendorf | Papenhagen | Papenrode | Parchen | Parchim | Parkentin | Parkstein | Parsau | Parsberg | Parsteinsee | Partenheim | Partenstein | Pasewalk | Pasing | Passau | Passau-Hacklberg | Passow | Pastow | Patersdorf | Pattensen | Paulinenaue | Paunzhausen | Pausa | Pausa-Mühltroff | Pausa/Vogtland | Pechbrunn | Peenehagen | Peertz | Peeselin | Peffingen | Pegau | Pegau/OT | Pegnitz | Peheim | Peickwitz | Peine | Peine/Telgte | Peissen | Peiting | Peitz | Peißenberg | Pellworm | Pelm | Penig | Penkun | Penkun/OT | Pennewitt | Pennigsehl | Pentenried | Penzberg | Penzing | Penzlin | Pepelow | Perl | Perleberg | Perlesreut | Pessin | Petersaurach | Petersberg | Petersdorf-Alsmoos | Petershagen | Petershagen/ | Petershagen/Eggersdorf | Petershausen | Peterslahr | Peterswald-Löffelscheid | Peterwitz | Petting | Petze | Pfaffen-Schwabenheim | Pfaffenberg | Pfaffengrün | Pfaffenhofen | Pfaffing | Pfaffroda | Pfalzel | Pfalzgrafenweiler | Pfarrkirchen | Pfedelbach | Pfeffenhausen | Pfinztal | Pfinztal-Berghausen | Pfofeld | Pforzen | Pforzheim | Pforzheim-Büchenbronn | Pforzheim-Huchenfeld | Pfreimd | Pfronten | Pfullendorf | Pfullingen | Pfungstad | Pfungstadt | Pförring | Philippsburg | Philippsthal | Picher | Piesau | Piesport | Piesport-Niederemmel | Pietzpuhl | Pillig | Pilsting | Pilsting/ | Pingelshagen | Pinnau | Pinnberg | Pinneberg | Pinneberg-Waldenau | Pinnow | Pinzberg | Pirmasens | Pirna | Pirow | Plaidt | Planegg | Plankenfels | Plankstadt | Plate | Plattenburg | Plattling | Plau | Plauen | Plech | Pleckhausen | Pleidelsheim | Plein | Pleinfeld | Pleinting | Pleisweiler-Oberhofen | Pleizenhausen | Plessa | Plettenberg | Pliening | Pliezhausen | Plochingen | Plön | Plötzkau | Plüderhausen | Plüschow | Plütscheid | Pockau | Pockau-Lengefeld | Pocking | Poggensee | Pohle | Pohlheim | Pohlheim-Hausen | Poing | Polau | Polch | Polch-Gappenach | Polle | Pollhagen | Polling | Poltersdorf | Polz | Pommelsbrunn | Pommersfelden | Poppenhausen | Porschendorf | Porta | Poseritz | Posseck | Possendorf | Postbauer-Heng | Postfeld | Postlow | Postmünster | Potsdam | Potsdam-Babelsberg | Pottenstein | Pottum | Pouch | Pr.Oldendorf | Prangendorf | Pratau | Preetz | Preist | Premnitz | Prenzlau | Prerow | Presseck | Preten | Pretzfeld | Pretzier | Preußisch | Priborn | Prichsenstadt | Prien | Priepert | Prisannewitz | Prisdorf | Prittriching | Pritzwalk | Probsteierhagen | Probstzella | Pronstorf | Prosigk | Pruchten | Prödel | Prüm | Prützke | Puchheim | Puderbach | Pulheim | Pulheim-Geyen | Pullach | Pullenreuth-Dreihäuser | Pulsnitz | Pulspforde | Puschendorf | Putbus | Putgarten | Putlitz | Putzbrunn | Pyrbaum | Päse | Pöcking | Pöcking-Maising | Pöhl | Pölitz | Pölitz/Schmachthagen | Pölzig | Pömmelte | Pönitz | Pössneck | Pötenitz | Pöttmes | Pößneck | Pünderich | Pürgen | Pütlingen | Püttlingen | Püttlingen-Köllerbach | Qierschied | Quadrath-Ichendorf | Quakenbrück | Quarnbek | Quedlinburg | Queidersbach | Quenstedt | Querfurt | Quern | Querstedt | Quickborn | Quierschied | Quilow | Quirnbach | Quitzdorf | RETHWISCH | Rab | Rabel | Raben | Rabenau | Rabenstein/ | Rabenstein/Fläming | Rackwitz | Radbruch | Raddestorf | Radeberg | Radebeul | Radeburg | Radefeld | Radegast | Radensleben | Radevormwald | Radibor | Radolfzell | Radolfzell-Böhringen | Radolfzell-Möggingen | Raduhn | Raesfeld | Ragow-Merz | Raguhn | Raguhn-Jeßnitz | Rahden | Rahlstedt | Rain | Raisdorf | Ralingen | Ralingen-Godendorf | Ralswiek | Ramberg | Rambin | Rammelsbach | Rammenau | Rammingen | Ramsdorf-Velen | Ramsen | Ramstein-Miesenbach | Ramsthal | Randowtal | Rangendingen | Rangsdorf | Rankwitz | Ransbach-Baumbach | Ranschbach | Ranstadt | Ransweiler | Rantrum | Rantzau | Ranzin | Raschau | Raschau-Markersbach | Rascheid | Rastatt | Rastatt-Ottersdorf | Rastede | Rastede-Wahnbek | Rastenberg | Rastow | Ratekau | Rathen | Rathenow | Rathmannsdorf | Rathskirchen | Ratingen | Ratingen-Hösel | Ratingen-Lintorf | Ratingen-Ost | Rattenberg | Rattiszell | Ratzeburg | Raubach | Raubling | Rauen | Rauenberg | Rauheim | Rauhenebrach | Rauhenebrach-Koppenwind | Raumbach | Raunheim | Rauschenberg | Rausdorf | Ravensburg | Ravenstein | Ravenstein-Merchingen | Raßnitz | Rechberghausen | Rechenberg-Bienenmühle | Rechlin | Rechtsupweg | Reckahn | Recke | Reckershausen | Recklinghausen | Reddelich | Redekin | Rednitzhembach | Redwitz | Rees | Reestow | Reeßum | Regen | Regensburg | Regensburg-Rheinhausen | Regenstauf | Regesbostel | Regis-Breitingen | Regnitzlosau | Rehau | Rehbeck | Rehborn | Rehburg | Rehburg-Loccum | Rehden | Rehe | Rehefeld | Rehfelde | Rehling | Rehlingen | Rehlingen-Gerlfangen | Rehlingen-Siersburg | Rehlingen-Siersburg-Biringen | Rehlingen-Siersburg-Hemmersdorf | Rehm-Flehde-Bargen | Rehna | Reichartshausen | Reichelsheim | Reichenbach | Reichenbach-Steegen | Reichenbach/F. | Reichenbach/O.L. | Reichenbach/Oberlausitz | Reichenberg | Reichenschwand | Reichenwalde | Reichersbeuern | Reichertshausen | Reichertsheim | Reichertshofen | Reichselsheim | Reichshof | Reichsthal | Reidenhausen | Reiffelbach | Reifferscheid | Reil/Mosel | Reilingen | Reinbek | Reinberg | Reinfeld | Reinhardshagen | Reinheim | Reinkenhagen | Reinsbüttel | Reinsdorf | Reinsfeld | Reinstorf | Reisbach | Reischach | Reisdorf | Reisensburg | Reiskirchen | Reiskirchen-Saasen | Reislingen | Reit | Reitzenhain | Reken | Relingen | Rellingen | Relzow | Remagen | Remchingen | Remchingen-Nöttingen | Remchingen-Singen | Remlingen | Remlingen-Semmenstedt | Remptendorf | Remscheid | Remscheid-Lennep | Remse | Remseck | Remseck-Aldingen | Remshalden | Remshalden-Hebsack | Renchen | Rendsburg | Rendsburg-Eckernförde | Rengsdorf | Rennerod | Rennerod-Emmerichenhain | Rennertshofen | Renningen | Renzow | Reppenstedt | Rerik | Rethem | Rethwisch | Rettenbach | Rettenberg | Retterath | Rettigheim | Rettin | Reuden | Reute | Reutern | Reuth | Reutlingen | Reutlingen-Betzingen | Reutlingen-Gönningen | Reutlingen-Mittelstadt | Reutlingen-Ohmenhausen | Reutlingen-Sickenhausen | Reußenköge | Rhade | Rhauderfehn | Rhaunen | Rheda-Wiedenbrück | Rhede | Rhede-Krechting | Rhede-Vardingholt | Rhede/Ems | Rhein-Pfalz-Kreis | Rhein-Sieg-Kreis | Rheinau | Rheinbach | Rheinbach-Merzbach | Rheinbach-Oberdrees | Rheinberg | Rheinbreitbach | Rheinbrohl | Rheinböllen | Rheine | Rheinfelden | Rheinfelden- | Rheinhausen | Rheinland-Pfalz | Rheinmünster | Rheinsberg | Rheinstetten | Rheinstetten- | Rheinstetten-Mörsch | Rheisberg | Rhens | Rheurdt | Rhinow | Rhodt | Rhumspringe | Rhön-Grabfeld | Rhönblick | Ribbesbüttel | Ribnitz | Ribnitz- | Ribnitz-Damgarten | Richtenberg | Rickenbach | Rickensdorf | Ried | Riedbach | Riede | Riedelberg | Rieden | Riedenberg | Riedenburg | Riederich | Riedhausen | Riedlingen | Riedlingen-Daugendorf | Riedlingen-Teilort | Riedstadt | Riedstadt-Goddelau | Riegelsberg | Riekofen | Rielasingen | Rielasingen-Worblingen | Riemerling | Rieneck | Riepsdorf | Riesa | Rieseby | Rieste | Riesweiler | Rietberg | Riethnordhausen | Rietschen | Rietz-Neuendorf | Rietzneuendorf-Staakow | Rimbach | Rimbach/Albersbach | Rimpar | Rinchnach | Ringe | Ringfurth | Ringgau | Ringgau/OT | Ringsberg | Ringsheim | Ringstedt | Rinnthal | Rinteln | Rinzenberg | Rippershausen | Risum-Lindholm | Ritschenhausen | Ritterhude | Rittersdorf | Rivenich | Riveris | Rißtissen | Rochau | Rochlitz | Rockenberg | Rockenhausen | Roda | Rodalben | Rodeberg | Rodenbach | Rodenbek | Rodenberg | Rodewald | Rodewisch | Rodgau | Rodgau-Jügesheim | Roding | Roetgen | Roggenburg | Roggendorf | Roggenstorf | Roggentin | Rogätz | Rohlstorf | Rohr | Rohrbach | Rohrbach-Fahlenbach | Rohrdorf | Rohrenfels | Rohrsen | Rohrsheim | Roigheim | Roitham | Roitzschjora | Rolfsbüttel | Rollwitz | Rom | Rommerskirchen | Rommerskirchen-Sinsteden | Rondorf | Ronneburg | Ronnenberg | Ronnenberg-Empelde | Ronnenberg-Stadt | Ronsberg | Ronshausen | Rosbach | Rosbach-Rodheim | Rosche | Rosdorf | Rosenbach | Rosenberg | Rosendahl | Rosendahl-Holtwick | Rosenfeld | Rosenfeld- | Rosenfeld-Isingen | Rosengarten | Rosenhagen | Rosenheim | Rosenkopf | Rosenow | Rosenthal | Rosenthal-Bielatal | Rositz | Roskow | Rosow | Rossau | Rossau/Seifersbach | Rossbach | Rossdorf | Rossow | Rosswein | Rostock | Rostock-City | Rostock-Evershagen | Rostock-Gehlsdorf | Rot | Rotenburg | Rotenburg/Wümme | Roth | Rothemühl | Rothenberg | Rothenburg | Rothenburg/Oberlausitz | Rothenhain | Rothschwaige | Rott | Rottach-Egern | Rottach-Oberhof | Rottenacker | Rottenbach | Rottenburg | Rottenburg-Dettingen | Rotthalmünster | Rottmersleben | Rottweil | Rottweil-Feckenhausen | Roxheim | Roßbach | Roßdorf | Roßlau | Roßleben | Roßleben-Wiehe | Roßwein | Rubkow | Rubow | Rudersberg | Ruderting | Rudolstadt | Ruhla | Ruhland | Ruhmannsfelden | Ruhpolding | Ruhstorf | Ruhwinkel | Rullstorf | Rumbach | Runding | Runkel | Runkel-Schadeck | Runkel/ | Ruppach | Ruppach-Goldhausen | Ruppersdorf | Ruppertsecken | Ruppertshofen | Ruppertsweiler | Ruppichteroth | Ruschberg | Rust | Rutesheim | Rutesheim/Perouse | Ruthe | Ruthweiler | Rutsweiler | Ruttersdorf-Lotschen | Räbke | Ränkam | Rätzlingen | Röbel | Röbel/Müritz | Röblingen | Rödelhausen | Rödental | Rödental-Kipfendorf | Röderaue | Röderland | Rödermark | Rödersheim-Gonau | Rödersheim-Gronau | Rödibgahausen | Rödinghausen | Rödinghausen-Schwenningdorf | Rögling | Röhrmoos | Röhrnbach | Röllbach | Römerberg | Römerstein | Römhild | Rösrath | Rösrath-Forsbach | Rösrath-Stümpen | Rötgesbüttel | Rötha | Röthenbach | Rötsweiler-Nockenthal | Röttenbach | Röttingen | Rötz | Rübeland | Rübenach | Rückersdorf | Rüdersdorf | Rüdesheim | Rüdigershagen | Rüdnitz | Rügen | Rühen | Rühstädt | Rüllschau | Rülzheim | Rümmelsheim | Rümmer | Rümmingen | Rümpel | Rüscheid | Rüsselsheim | Rüsselsheim-Königstädten | Rüssingen | Rüthen | Rüthen-Kallenhardt | Rüthnick | Rüting | Sa | Saal | Saalburg | Saalburg-Ebersdorf | Saaldorf-Surheim | Saalfeld | Saalfeld/Saale | Saalstadt | Saarbrücken | Saarbrücken-Altenkessel | Saarbrücken-Burbach | Saarbrücken-Dudweiler | Saarbrücken-Klarenthal | Saarbrücken-Scheidt | Saarbrücken-Stadt | Saarburg | Saarburg-Hosteberg | Saarlouis | Saarlouis-Lisdorf | Saarlouis-Roden | Saarlouis-Steinrausch | Saarwellingen | Sabershausen | Sachsen | Sachsen-Anhalt | Sachsendorf | Sachsenhagen | Sachsenheim | Sachsenkam | Saerbeck | Saffig | Sagard | Sailauf | Salach | Salching | Saldenburg | Salem | Salem-Dargow | Salgen | Sallgast | Salm | Salzatal | Salzatal/OT | Salzbergen | Salzgitter | Salzgitter-Bad | Salzgitter-Beinum | Salzgitter-Bruchmachtersen | Salzgitter-Gebhardshagen | Salzgitter-Ringelheim | Salzgitter-Salder | Salzgitter/Salder | Salzhausen | Salzhemmendorf | Salzhemmendorf/Lauenstein | Salzkotten | Salzkotten-Scharmede | Salzmünde | Salzwedel | Salzweg | Samerberg | Samswegen | Samtens | Sandberg | Sande | Sandersdorf | Sandersdorf-Brehna | Sandersleben | Sandhagen | Sandhatten | Sandhausen | Sandkrug | Sangerhausen | Sanitz | Sankt | Sargenroth | Sargstedt | Sarmersbach | Sarnow | Sarow | Sarstedt | Sasbachwalden | Sassenberg | Sassenberg-Füchtorf | Sassenburg | Sassenburg/ | Sassnitz | Saterland | Saterland/Strücklingen | Satow | Satrup | Satteldorf | Sattelweiler | Satzung | Sauensiek | Sauerlach | Sauerthal | Sauldorf | Saulgau | Saulheim | Saupsdorf | Sauzin | Sayda | Schaafheim | Schaalby | Schacht-Audorf | Schackendorf | Schackensleben | Schafflund | Schafstedt | Schafstädt | Schalkau | Schalkenbach | Schalkenmehren | Schalkholz | Schalksmühle | Schallbach | Schallodenbach | Schallstadt | Schaprode | Scharbeutz | Scharbeutz-Klingberg | Scharbeutz/Ostsee | Scharbow | Scharfenstein | Scharnebeck | Schashagen | Schauenburg | Schauenburg- | Schauenburg-Elgershausen | Schauenstein | Schaumburg | Schauren | Schechingen | Scheden | Scheer | Scheeßel | Schefflenz | Scheggerott | Scheibenhardt | Scheidegg | Scheinfeld | Schelklingen | Schelldorf | Schellerten | Schellhorn | Schellroda | Schellweiler | Schemmerhofen | Schemmerhofen-Schemmerberg | Schenefeld | Schenkelberg | Schenkenberg | Schenkendöbern | Schenkenzell | Schenklengsfeld | Schermbeck | Schermbeck-Gahlen | Schermen | Schernfeld | Schernikau | Scherstetten | Scheuen | Scheuerfeld | Scheuring | Scheyern | Scheßlitz | Schieder | Schieder-Schwalenberg | Schierling | Schiesheim | Schiffdorf | Schiffdorf-Spaden | Schiffdorf/ | Schifferstadt | Schiffweiler | Schildau | Schildow | Schillingen | Schillingsfürst | Schillingstedt | Schiltach | Schimberg | Schindhard | Schinkel | Schipkau | Schirgiswalde | Schirgiswalde-Kirschau | Schirnding | Schkeuditz | Schkopau | Schkölen | Schladen | Schladen-Werla | Schlagenthin-Genthin | Schlangen | Schlangen- | Schlangenbad | Schlangenbad-Georgenborn | Schlangenbad-Wambach | Schlangenbad/ | Schlat | Schlebusch | Schleching | Schlechtsart | Schlegel | Schleich | Schleid | Schleiden | Schleiden-Gemünd | Schleiden-Harperscheid | Schleiden-Oberhausen | Schleife | Schleiz | Schlemmin | Schlepzig | Schleswig | Schlettau | Schleusegrund | Schleusingen | Schleusingen/ | Schleusingerneundorf | Schlieben | Schliengen | Schliengen-Obereggenen | Schlier | Schlierbach | Schliersee | Schlipsheim | Schlitz | Schlitz-Üllershausen | Schlotheim | Schlowe | Schloß | Schloßböckelheim | Schluchsee | Schlöben | Schlüchtern | Schlüsselfeld | Schmalbach | Schmalensee | Schmalkalden | Schmallenberg | Schmatzhausen | Schmelz | Schmelz-Michelbach | Schmerbach | Schmerz | Schmidgaden | Schmidmühlen | Schmiedeberg | Schmiedefeld | Schmitshausen | Schmitt | Schmitten | Schmitten-Arnoldshain | Schmitten-Oberreifenberg | Schmittweiler | Schmon | Schmölln | Schmölln-Putzkau | Schnackenburg | Schnaittach | Schnaittenbach | Schnakenbek | Schneckenlohe | Schneeberg | Schnega | Schnellbach | Schneppenbach | Schneverdingen | Schobüll | Scholderup | Schollene | Schonach | Schondorf | Schondra | Schongau | Schonungen | Schopfheim | Schopfloch | Schopp | Schorfheide | Schorndorf | Schorndorf-Schornbach | Schorndorf-Weiler | Schornsheim | Schorssow | Schortens | Schortens-Heidmühle | Schortens-Middelsfähr | Schortens-Sillenstede | Schortens/Sillenstede | Schossin | Schotten | Schramberg | Schramberg-Sulgen | Schramberg-Waldmössingen | Schraplau | Schriesheim | Schriesheim-Altenbach | Schrobenhauen | Schrobenhausen | Schrobenhausen-Mühlried | Schrozberg | Schröding | Schuld | Schulzendorf | Schuttertal-Dörlinbach | Schutz | Schwaan | Schwabach | Schwabenheim | Schwabhausen | Schwabmünchen | Schwabstedt | Schwaig | Schwaigern | Schwaikheim | Schwalbach | Schwalbach-Hülzweiler | Schwallbach | Schwalmstadt | Schwalmstadt-Treysa | Schwalmtal | Schwalmtal-Waldniel | Schwanau | Schwandorf | Schwanebeck | Schwanewede | Schwanewede-Neuenkirchen | Schwanfeld | Schwangau | Schwanheim | Schwanstetten | Schwarme | Schwarmstedt | Schwartbuck | Schwarz | Schwarzach | Schwarzatal-Mellenbach | Schwarzen | Schwarzenbach | Schwarzenbach/Saale | Schwarzenbach/Wald | Schwarzenbek | Schwarzenberg | Schwarzenberg-Erla | Schwarzenberg/Erz. | Schwarzenborn | Schwarzenbruck | Schwarzenfeld | Schwarzheide | Schwarzwald-Baar-Kreis | Schwebheim | Schwedelbach | Schwedt | Schwedt/Oder | Schwegenheim | Schweich | Schweigen-Rechtenbach | Schweighofen | Schweindorf | Schweinfurt | Schweinitz | Schweisweiler | Schweitenkirchen | Schwelm | Schwendi | Schwendi-Schönebürg | Schwenningen | Schwentinental | Schwentinetal | Schweppenhausen | Schwerin | Schwerin-Neumühle | Schwerin-Wickendorf | Schweringen | Schwerte | Schwesing | Schwetzingen | Schwichtenberg | Schwieberdingen | Schwielochsee | Schwielochsee-Jessern | Schwielowsee | Schwienau | Schwifting | Schwindegg | Schwinge | Schwoitsch | Schwollen | Schwäbich | Schwäbisch | Schwärzelbach | Schwülper | Schäftlarn | Schäftlarn-Ebenhausen | Schöffengrund | Schöfweg | Schöllkrippen | Schöllnach | Schömberg | Schömberg-Langenbrand | Schömberg-Schörzingen | Schömerich | Schönaich | Schönau | Schönau-Berzdorf | Schönbach | Schönberg | Schönberger | Schönborn | Schönborn-Dreiwerden | Schönbrunn | Schönbrunn-Moosbrunn | Schöndorf | Schönebeck | Schöneberg | Schöneberg/ | Schönebürg | Schöneck | Schöneck-Büdesheim | Schöneck/Vogtland | Schönefeld | Schöneiche | Schönenberg-Kübelberg | Schönermark | Schönewalde | Schönfeld | Schönfließ | Schöngeising | Schönhausen | Schönheide | Schöningen | Schönkirchen | Schönow | Schönsee | Schönstedt | Schöntal | Schönwald | Schönwalde | Schönwalde-Glien | Schönwölkau | Schöppenstedt | Schöppenstedt-Schliestedt | Schöppingen | Schörzingen | Schülldorf | Schüller | Schülp | Schürdt | Schüttorf | Sebnitz | Seck | Seckach | Seddiner | Sedelsberg | Seebad | Seebenau | Seebruck | Seeburg | Seedorf | Seefeld | Seeg | Seega | Seegebiet | Seehausen | Seeheim | Seeheim-Jugenheim | Seeheim-Jugenheim/OT | Seehof | Seeland | Seelbach | Seelen | Seelingstädt | Seelitz | Seelow | Seelse | Seelze | Seeon-Roitham | Seesen | Seesen-Mechtshausen | Seesen-Rhüden | Seeshaupt | Seeth | Seevetal | Seevetal-Maschen | Seewald | Seewald-Besenfeld | Segeberg | Segeletz | Seggebruch | Sehlem | Sehlen | Sehlendorf | Sehmatal | Sehmatal-Sehma | Sehnde | Sehnde-Klein | Seibersbach | Seiffen | Seifhennersdorf | Seinsfeld | Seitingen- | Seitingen-Oberflacht | Selb | Selbitz | Selent | Selfkant | Selfkant-Millen | Seligenstadt | Selke-Aue | Sellin | Selm | Selm-Bork | Selm-Cappenberg | Selmsdorf | Selsingen | Selters | Selters-Niederselters | Selters-Ortsteil | Selters/ | Selzen | Sembach | Semlow | Semmenstedt | Senden | Sendenhorst | Senftenberg | Sengenthal | Senheim | Sensweiler | Senzig | Sereetz | Serrig | Sersheim | Sessenbach | Seth | Setzingen | Seubersdorf | Seukendorf | Seulingen | Sevelen | Sexau | Seybothenreuth | Seyda | Sibbesse | Siberatsweiler | Sickingen | Sickte | Siebeldingen | Siebenbäumen | Siebenmorgen | Siedenbollentin | Siedenbrünzow | Siedenburg | Siefersheim | Siegbach | Siegbach-Oberndorf | Siegburg | Siegelbach | Siegen | Siegen-Mudersbach | Siegenburg | Siegsdorf | Siegsdorf-Hammer | Siek | Sielenbach | Sielow | Sien | Sierksdorf | Sierksrade | Sietow | Sievershütten | Sigmaringen | Sigmaringen-Jungnau | Sigmaringendorf | Sigmarszell | Silberstedt | Sillerup | Simbach | Simmelsdorf | Simmerath | Simmerath-Hammer | Simmerath-Rurberg | Simmerath-Strauch | Simmern | Simmern/Hunsrück | Simmersfeld | Simmozheim | Simonsberg | Simonswald | Sindelfingen | Sindringen-Forchtenberg | Singen | Singhofen | Sinn | Sinntal | Sinntal-Jossa | Sinsheim | Sinsheim-Ehrstädt | Sinsheim-Eschelbach | Sinspelt | Sinzheim | Sinzig | Sinzing | Sippersfeld | Sittensen | Sitters | Soderstorf | Soest | Sohland | Sohren | Sohrschied | Solingen | Solingen-Dorp | Solingen-Ohligs | Sollerup | Solln | Sollstedt | Sollwitt | Solms | Solms-Oberbiel | Solnhofen | Soltau | Soltendieck | Sommerfeld | Sommerland | Sommersdorf | Sommersdorf-Marienborn | Sondershausen | Sonneberg | Sonnefeld | Sonnen | Sonnenberg | Sonnenbühl-Genkingen | Sonnenschied | Sonnewalde | Sonsbeck | Sontheim | Sonthofen | Sontra | Sophienhamm | Sophienhof | Sottrum | Soyen | Soßmar | Spabrücken | Spahnharrenstätte | Spaichingen | Spalt | Spalt-Großweingarten | Spangdahlem | Spangenberg | Spantekow | Spardorf | Sparneck | Spay | Spechbach | Speicher | Speichersdorf | Spelle | Spenge | Spesbach | Spessart | Speyer | Spiegelau | Spiegelberg | Spiesen | Spiesen- | Spiesen-Elversberg | Spiesheim | Sponheim | Spornitz | Spraitbach | Sprakensehl | Spree-Neiße-Dissen-Striesow | Spreetal | Spremberg | Sprendlingen | Springe | Springe-Völksen | Sprockhövel | St | St. | St.Ingbert | St.Ingbert-Rohrbach | St.Katharinen | St.Leon-Rot | St.Wendel | Stade | Stade-Wiepenkathen | Stadland | Stadland-Norderschwei | Stadt | Stadtallendorf | Stadtbergen | Stadthagen | Stadthagen-Krebshagen | Stadtilm | Stadtkyll | Stadtland | Stadtlauringen | Stadtlohn | Stadtlohn-Wenningfeld | Stadtoldendorf | Stadtroda | Stadtsteinach | Stadtverband | Stadum | Stahlberg | Stahlhofen | Stahnsdorf | Stahringen | Staig | Staig-Steinberg | Stammbach | Stammham | Stapel | Stapelfeld | Starkenberg | Starkenburg | Starnberg | Starzach | Starzach-Wachendorf | Stassfurt | Staucha | Staudernheim | Staufen | Staufenberg | Staufenberg-Daubringen | Staufenberg-Spiekershausen | Stavenhagen | Stavern | Staßfurt | Staßfurth | Stederdorf | Stedesand | Stedten | Steffenberg | Steffenshagen | Stegaurach | Stegen | Steigen | Steigra | Steimel | Steimke | Stein | Steinach | Steinau | Steinau-Marborn | Steinbach | Steinbach-Hallenberg | Steinberg | Steinbergkirche | Steinburg | Steindorf | Steinebach | Steinebach/Wörthsee | Steinefrenz | Steinen | Steinen-Lehnacker | Steinenbronn | Steinenstadt | Steineroth | Steinfeld | Steinfurt | Steinfurt-Borghorst | Steingaden | Steinhagen | Steinhagen-Brockhagen | Steinhagen-Zentrum | Steinhausen | Steinheid | Steinheim | Steinheim- | Steinheim-Sandebeck | Steinhorst | Steinhude | Steinhöfel | Steinhöring | Steinigtwolmsdorf | Steiningen | Steinkirchen | Steinmauern | Steinpleis | Steinthaleben | Steinweiler | Steinwenden | Steinwiesen | Stelle | Stelzenberg | Stemshorn | Stemwede | Stendal | Stephanskirchen | Steppach | Sternberg | Sternebeck | Sternenfels | Sterup | Stetten | Stettfeld | Steutz | Steyerberg | Stipshausen | Stockach | Stockdorf | Stockelsdorf | Stockheim | Stockstadt | Stockum-Püschen | Stoetze | Stolberg | Stolberg-Donnerberg | Stolk | Stollberg | Stolpe | Stolpen | Stolzenau | Stolzenhagen | Storbeck-Frankendorf | Storkow | Straelen | Straeten | Strahwalde | Stralendorf | Stralsund | Strasburg | Straubehardt-Conweiler | Straubenhardt | Straubing | Straufhain/Linden | Straupitz | Strausberg | Straußfurt | Straußhof | Straßberg | Straßenhaus | Straßkirchen | Straßlach | Straßlach-Dingharting | Strehla | Streithausen | Striegistal | Stromberg | Strotzbüsch | Struckum | Strullendorf | Struppen | Struxdorf | Ströbeck | Stubben | Stuer | Stuhr | Stuhr-Heiligenrode | Stuhr-Neukrug | Stutensee | Stutensee- | Stuttgart | Stuttgart- | Stuttgart-Degerloch | Stuttgart-Vaihingen | Stuttgart-Zazenhausen | Stuttgart_Plieningen | Stuvenborn | Stätzling | Stöckse | Stödtlen | Stönitz | Stößen | Stüde | Stüdenitz | Stüdenitz-Schönermark | Stühlingen | Stützengrün | Suckow | Suderburg | Sugenheim | Suhl | Suhlendorf | Sukow-Levitzow | Suldzorf | Sulingen | Sulmingen | Sulz | Sulzbach | Sulzbach-Laufen | Sulzbach-Rosenberg | Sulzbach/Murr | Sulzbach/Saar | Sulzfeld | Sulzheim | Sundern | Sundhagen | Surberg | Surwold | Sustrum | Swistal-Odendorf | Swisttal | Swisttal-Buschhoven | Swisttal-Odendorf | Syke | Syke-Barrien | Sylt | Sylt-Ost | Sylt/ | Sylt/Archsum | Sylt/OT | Syrau | Syrgenstein | Sächsische | Söchtenau | Sögel | Söhlde | Söhrewald | Sölden | Sömmerda | Sörup | Sötern | Südbrookmerland | Süderbrarup | Süderdeich | Süderende | Süderfahrenstedt | Südergellersen | Süderhackstedt | Süderhastedt | Süderheistedt | Süderholz | Süderlügum | Süderstapel | Südharz | Südkirchen | Südliches | Südlohn | Südlohn-Oeding | Südwinsen | Sülfeld | Sülzetal | Süplingen | Süpplingenburg | Süsel | Süsterseel | Süttorf | Süßen | Taarstedt | Taben-Rodt | Tacherting | Talhausen | Talheim | Talkau | Talling | Tambach | Tamm | Tamm-Hohenstange | Tandern | Tangerhütte | Tangermünde | Tangstedt | Tann | Tanna | Tanne | Tannenberg | Tantow | Tapfheim | Tappenbeck | Tarmstedt | Tarnow | Tarp | Tarthun | Tastrup | Tating | Taubenheim | Tauberbischofsheim | Taucha | Tauche | Tauer | Taufkirchen | Taufkirchen/ | Taunusstein | Taunusstein-Hahn | Taunusstein-Wehen | Taura | Tautenhain | Techentin | Tecklenburg | Tecklenburg-Stadt | Tegernheim | Tegernsee | Teichwitz | Teisendorf | Teising | Teisnach | Telgte | Tellig | Tellingstedt | Teltow | Teltow-Fläming-Blankenfelde-Mahlow | Temmen-Ringenwalde | Temnitzthal | Templin | Tengen | Teningen | Teningen-Nimburg | Tennenlohe | Tensbüttel-Röst | Tespe | Tessenow | Tessin | Testorf-Steinfort | Tetenbüll | Tetenhusen | Teterow | Tettau | Tettenweis | Tettnang | Teublitz | Teuchern | Teunz | Teupitz | Teuschnitz | Teutschenthal | Teutschenthal/Angersdorf | Tewswoos | Teßmannsdorf | Thaden | Thaining | Thale | Thaleischweiler | Thaleischweiler-Fröschen | Thalfang | Thalfang-Bäsch | Thalhausen | Thalheim | Thalheim/Erzgebirge | Thallwitz | Thalmassing | Thalmässing | Thannhausen | Thanstein | Tharandt | Thekla | Themar | Theres | Thiede | Thierhaupten | Thiersheim | Thierstein | Thiessow | Tholey | Tholey-Neipel | Thomasburg | Threna | Thum | Thumby | Thundorf | Thurmansbang | Thyrnau | Thüngen | Thüngersheim | Thüringen | Tiddische | Tiefenbach | Tiefenbach-Ast | Tiefenbronn | Tiefenbronn- | Tiefenbronn-Lehningen | Tiefenort | Tiefensee | Tiefenthal | Tielen | Tierhaupten | Timmendorfer | Timmenrode | Tinnum | Tirpersdorf | Tirschenreuth | Titisee-Neustadt | Titting | Tittling | Tittmoning | Titz | Titz-Ameln | Todenbüttel | Todendorf | Todenroth | Todesfelde | Todtenweis | Todtmoos | Todtnau | Tolk | Tollwitz | Tonna | Toppenstedt | Torgau | Torgelow | Tornesch | Tostedt | Tosterglope | Traben | Traben-Trabach | Traben-Trarbach | Trabitz | Train | Traitsching | Tralau | Tramm | Trappenkamp | Trassem | Trassenheide | Trauchgau | Traumhaftes | Traunreut | Traunstein | Traunwalchen | Trautskirchen | Travemünde | Travenbrück | Traventhal | Trebbichau | Trebbin | Trebel | Treben | Trebendorf | Trebgast | Trebsen | Trebsen/Mulde | Trebur | Trebur-Astheim | Trechtingshausen | Treffelstein | Treffurt | Treffurt/OT | Treia | Treis-Karden | Tremsbüttel | Tremsdorf | Trendelburg | Trennewurth | Trent | Treseburg | Treuchtlingen | Treuen | Treuenbrietzen | Triberg | Tribseer | Tribsees | Triefenstein | Trier | Trier-Irsch | Trierweiler | Triftern | Trillfingen | Trimbs | Trinum | Trippstadt | Trittau | Trittenheim | Trochtelfingen | Trochtelfingen-Steinhilben | Trogen | Troisdorf | Troisdorf-Bergheim | Troisdorf-Sieglar | Trossin | Trossingen | Trostberg | Trulben | Trusetal | Tröndel | Tröstau | Tschernitz | Tschirn | Tucheim | Tuchenbach | Tuningen | Tuntenhausen | Turnow-Preilack | Tussenhausen | Tutow | Tuttlingen | Tutzing | Tutzingen | Twedt | Twist | Twistringen | Töging | Tönisvorst | Tönning | Töpchin | Töpen | Tübingen | Tüddern | Tülau | Tülau-Voitze | Türkenfeld | Türkheim | Türkheim-Irsingen | Tüßling | Ubstadt-Weiher | Uchte | Uckerfelde | Uckerland | Udenheim | Udler | Uebigau | Uebigau-Wahrenbrück | Uebigau-Warenbrück | Uecker-Randow | Ueckermünde | Uedem | Uehlfeld | Uehrde | Uelitz | Uelsen | Uelversheim | Uelvesbüll | Uelzen | Uelzen-Veerssen | Uersfeld | Uetersen | Uettingen | Uetze | Uetze-Dollbergen | Uffenheim | Uffing | Uhingen | Uhldingen | Uhldingen-Mühlhofen | Uhler | Uhlstädt-Kirchhasel | Uichteritz | Ulm | Ulm-Eggingen | Ulmen | Ulmet | Ulrichstein | Ulrichstein/Helpershain | Ulsnis | Umkirch | Ummanz | Ummendorf | Ummern | Undeloh | Undenheim | Undorf | Unkel | Unna | Unnau | Unterbreizbach | Unterdietfurt | Unterdießen | Unteregg | Untereisesheim | Unterensingen | Untereurach | Unterföhring | Untergiesing-Harlaching | Untergriesbach | Untergruppenbach | Untergöhren | Unterhaching | Unterkirnach | Unterloquitz | Unterlüss | Unterlüß | Untermeitingen | Untermeitingen/Lagerlechfeld | Untermünkheim | Unterneukirchen | Unterpfaffenhofen | Unterriexingen | Unterschleißheim | Unterschneidheim | Untersiemau | Unterspreewald | Unterthingau | Unterwössen | Untrasried | Unzenberg | Upahl | Upgant-Schott | Uphusum | Uplengen | Urbach | Urbach/ | Urbar | Urmersbach | Ursberg | Urspringen | Usedom | Usingen | Uslar | Ustersbach | Utecht | Utersum | Uthleben | Uthlede | Uthmöden | Utscheid | Uttenreuth | Uttenweiler | Utting | Uttlau | VG | VS-Schwenningen | VS-Weigheim | Vachdorf | Vahlbruch | Vahlde | Vaihingen | Vaihingen/Enz | Vallendar | Valley | Valluhn | Varel | Vastorf | Vaterstetten | Vaterstetten-Baldham | Vechelde | Vechelde-Liedingen | Vechta | Veckenstedt | Vehlefanz | Vehlow | Veitsbronn | Veitshöchheim | Velbert | Velburg | Velden | Veldenz | Velgast | Vellahn | Vellberg | Vellmar | Velpke | Velpke-Meinkot | Velten | Veltheim | Vendersheim | Vennikel | Verchen | Verden | Veringenstadt | Verl | Versmold | Vetschau | Vettelschoß | Vettweiss | Vettweiß | Victorbur | Viechtach | Vielbach | Vielbaum | Vielist | Vielitz | Vienau | Vienenburg | Vienenburg-Weddingen | Viereck | Vieregge | Viereth | Vierhausen | Vierherrenborn | Vierkirchen | Vierlinden | Vierlinden/OTNeutempel | Viernheim | Viersen | Vilgertshofen | Vilingen | Villenbach | Villingen | Villingen-Schwenningen | Villingendorf | Villmar | Villmar-Aumenau | Villmar-Weyer | Villmar/ | Vilsbiburg | Vilseck | Vilsheim | Vilshofen | Vinningen | Vipperow | Virneburg | Visselhövede | Vitzenburg | Viöl | Vlotho | Voerde | Voerde-Spellem | Vogach | Vogelsdorf | Vogt | Vogtsburg | Vohburg | Vohburg-Ortsteil | Vohenstrauß | Voigtsdorf | Voigtstedt | Volkenschwand | Volkertshausen | Volkesfeld | Volkmarsen | Vollersode | Vollerwiek | Volsemenhusen | Volxheim | Vorbach | Vorbeck | Vorderweidenthal | Vordorf | Vorsfelde | Vorwerk | Vossenack | Vreden | Vrees | Vögelsen | Vöhl | Vöhl-Buchenberg | Vöhrenbach | Vöhringen | Völkersbach | Völklingen | Völkshagen | Völpke | Völschow | Vörstetten | Waabs | Waakirchen | Wabern | Wachau | Wachenheim | Wachenroth | Wachtberg | Wachtberg-Ließem | Wachtberg-Pech | Wachtberg-Villiprott | Wachtendonk | Wackernheim | Wackerow | Wackersdorf | Waddeweitz | Wadern | Wadern-Wadrill | Wadersloh | Wadgassen | Wadgassen-Differten | Wadgassen-Werbeln | Waffenbrunn | Wagenfeld | Waghäusel | Waghäusel-Kirrlach | Waghäusel-Wiesental | Waging | Wahlen | Wahlheim | Wahlitz | Wahlstedt | Wahrenholz | Waiblingen | Waibstadt | Waibstadt-Daisbach | Waidhofen | Waigandshain | Waischenfeld | Wakendorf | Walchum | Wald | Wald-Michelbach | Waldachtal | Waldachtal-Salzstetten | Waldalgesheim | Waldaschaff | Waldau | Waldbreitbach | Waldbronn | Waldbrunn | Waldbrunn-OT | Waldbröl | Waldbunn | Waldburg | Waldböckelheim | Walddorfhäslach | Waldeck | Waldems | Waldenbuch | Waldenburg | Waldersee | Waldershof | Waldesch | Waldfeucht | Waldfeucht-Hontem | Waldfischbach-Burgalben | Waldhambach | Waldhausen | Waldheim | Waldhufen | Waldkappel | Waldkappel-Hartmutsachsen | Waldkirch | Waldkirchen | Waldkraiburg | Waldleiningen | Waldmohr | Waldmünchen | Waldniel-Ungerath | Waldorf | Waldrach | Waldrohrbach | Waldsee | Waldshut | Waldshut-Tiengen | Waldsieversdorf | Waldsolms | Waldsteinberg | Waldstetten | Waldweiler | Walheim | Walkendorf | Walkenried | Walkertshofen | Wallau | Walldorf | Walldürn | Walle | Wallenborn | Wallenfels | Wallenhorst | Wallerfangen | Wallerfangen-Gisingen | Wallerfangen-Kerlingen | Wallersdorf | Wallerstein | Wallertheim | Wallgau | Wallhalben | Wallhausen | Wallmenroth | Wallmerod | Wallsbüll | Wallscheid | Wallstawe | Walluf | Walluf-Oberwalluf | Wallwitz | Walmerod | Walow | Walpertskirchen | Walsheim | Walsleben | Walsrode | Waltenhofen | Walternienburg | Walterschen | Waltersdorf | Waltershausen | Waltrop | Walzbachtal | Walzbachtal-Jöhlingen | Wandersleben | Wanderup | Wandlitz | Wanfried | Wang | Wangelnstedt | Wangen | Wangerland | Wangerland/ | Wangerland/Tettens | Wangerooge | Wankendorf | Wanna | Wanngen | Wannweil | Wanzleben | Wanzleben-Börde | Wapelfeld | Warberg | Warbsen | Warburg | Warburg- | Wardenburg | Wardow | Waren | Waren-Müritz | Warendorf | Warin | Warlitz | Warmensteinach | Warmsroth | Warnau | Warnemünde | Warnow | Warpe | Warstein | Warstein- | Wartenberg | Warthausen | Wartmannsroth | Wartmannsroth-OT | Wasbek | Wasbüttel | Wasenbach | Wassenberg | Wassenberg-Myhl | Wasserburg | Wasserkoog | Wasserlosen | Wasungen | Wathlingen | Wattenbek | Wattenheim | Watzerath | Wawern | Waxweiler | Webelsfelde | Wechselburg | Wedderstedt | Weddingstedt | Wedel | Wedel-Schulau | Wedemark | Wedemark-Brelingen | Wedendorf | Weener | Weeze | Wefensleben | Weferlingen | Wegberg | Wegberg-Arsbeck | Wegberg-Beeck | Wegberg-Dalheim | Wegberg-Klinkum | Wegeleben | Weggun | Wehingen | Wehr | Wehretal | Wehrheim | Wehrheim-Obernhain | Wehringen | Weida | Weiden | Weidenbach | Weidenberg | Weidenhahn | Weidenstetten | Weidenthal | Weidhausen | Weiding | Weiersbach/Daun | Weikersheim | Weil | Weilar | Weilbach | Weilburg | Weilburg- | Weilburg-Hirschhausen | Weiler | Weiler-Simmerberg | Weilerbach | Weilerswist | Weilheim | Weilheim-Bannholz | Weilimdorf | Weilmünster | Weilmünster- | Weilmünster-Laubuseschbach | Weilmünster/ | Weilrod | Weilrod-Alweilnau | Weilrod-Riedelbach | Weiltingen | Weimar | Weimar/ | Weinbach | Weinbach-Blessenbach | Weinbach-Edelsberg | Weinbergen | Weinböhla | Weingarten | Weinheim | Weinheim-Sulzbach | Weinolsheim | Weinsberg | Weinsheim | Weinstadt | Weinstadt-Beutelsbach | Weinähr | Weira | Weischlitz | Weisdin | Weisel | Weisen | Weisenbach | Weisendorf | Weisenheim | Weiskirchen | Weiskirchen-Weierweiler | Weismain | Weissach | Weissach-Flacht | Weissenstadt | Weitendorf | Weitersborn | Weitersburg | Weiterstadt | Weiterstadt-Gräfenhausen | Weitersweiler | Weitnau | Weitramsdorf | Weißandt-Gölzau | Weißbach | Weißdorf | Weißenberg | Weißenborn | Weißenborn-Rambach | Weißenburg | Weißenfels | Weißenfels/OT | Weißenhorn | Weißensee | Weißenstadt | Weißenthurm | Weißwasser | Welden | Welle | Wellen | Wellendingen | Wellheim | Wellheim-Konstein | Wellsee | Welmbüttel | Welschbillig | Welschingen | Welschneudorf | Welsleben | Welt | Weltersburg | Welver | Welzheim | Welzow | Wemding | Wemmetsweiler | Wendeburg | Wendehausen | Wendelsheim | Wendelstein | Wenden | Wendener | Wendisch | Wendlingen | Wendtorf | Wenkheim | Wennigsen | Wenningstedt | Wenningstedt-Braderup | Wensin | Wentorf | Wentow | Wenzenbach | Wenzendorf | Wenzendorf-Dierstorf | Wenzlow | Werbach-Niklashausen | Werda | Werdau | Werder | Werder/ | Werder/Havel | Werdohl | Werdum | Werl | Werl-Hilbeck | Werlaburgdorf | Wermelskirchen | Wermsdorf | Wernau | Wernberg-Köblitz | Wernburg | Werne | Wernersberg | Werneuchen | Wernfels | Wernigerode | Werningshausen | Wernitz | Werpeloh | Werra-Suhl-Tal | Werra-Suhl-Tal/OT | Wershofen | Wertach | Wertheim | Wertheim-Lindelbach | Werther | Wertingen | Wertingen-Gottmannshofen | Wesel | Wesel- | Weselberg | Weselsdorf | Wesenberg | Wesendorf | Wesermarsch | Wesertal-Heisebeck | Wesselburen | Wesseling | Wesseling-Urfeld | Wesseln | Westendorf | Westensee | Wester-Ohrstedt | Westerbergen | Westerburg | Westerdeichstrich | Westeregeln | Westergellersen | Westerheim | Westerhever | Westerholt | Westerholz | Westerhorn | Westerkappeln | Westerland | Westermoor | Westermoordorf | Westerngrund | Westernohe | Westerrade | Westerrönfeld | Westerstde | Westerstede | Westerstede-Ocholt | Westervesede | Westerweyhe | Westfeld | Westhausen | Westheim | Westhofen | Westoverledingen | Wethau | Wettenberg | Wettenbostel | Wetter | Wetterzeube | Wettin | Wettin-Löbejün | Wettmershagen | Wettringen | Wettringen-Haddorf | Wettrup | Wettstetten | Wetzlar | Wetzlar-Naunheim | Wetzlar-Steindorf | Wewelsfleth | Weyer | Weyerbusch | Weyhausen | Weyhe | Weyhe-Leeste | Weßling | Wickede | Wickendorf | Wickerstedt | Widdern | Widdersdorf | Wiebelskirchen | Wiebelskirchen-Neunkirchen | Wieck | Wied | Wieda | Wiedemar | Wiedensahl | Wiedergeltingen | Wiefelstede | Wiehe | Wiehl | Wiehl-Bielstein | Wiek | Wielenbach | Wiemersdorf | Wiemerstedt | Wienhausen | Wienhausen-Oppershausen | Wienrode | Wiepke | Wiernsheim | Wiernsheim-Iptingen | Wiernsheim-Pinache | Wiesau | Wiesbach | Wiesbaden | Wiesbaden-Bierstadt | Wiesbaden-Frauenstein | Wiesbaden-Igstadt | Wiesbaden-Sonnenberg | Wiesbaum | Wiesen | Wiesenau | Wiesenaue | Wiesenbach | Wiesenburg | Wiesenburg/Mark | Wiesenena | Wiesengrund | Wiesensteig | Wiesenstetten | Wiesent | Wiesentheid | Wiesloch | Wiesloch-Baiertal | Wiesmoor | Wiesoppenheim | Wiesthal | Wiesweiler | Wietmarschen | Wietze | Wietzen | Wietzendorf | Wilburgstetten | Wildau | Wildberg | Wildberg-Effringen | Wildberg-Gültlingen | Wilde | Wildeck | Wildeck-Bosserode | Wildemann | Wildenfels | Wildenhain | Wildeshausen | Wildflecken | Wilgartswiesen | Wilhelmsburg | Wilhelmsdorf | Wilhelmsfeld | Wilhelmshaven | Wilhelmshaven-Aldenburg | Wilhelmshaven-Coldewei-Himmelreich | Wilhelmshaven-Heppens | Wilhelmshaven-Sengwarden | Wilhelmshaven-Voslapp | Wilhelmshorst | Wilhelmsthal | Wilhemsburg | Wilhermsdorf | Wilkau-Hasslau | Wilkau-Haßlau | Willanzheim | Willebadessen | Willich | Willich-Anrath | Willingen | Willingen-Bömighausen | Willingrade | Willingshausen | Willmenrod | Willmering | Willroth | Willstätt | Willstätt-Eckartsweier | Willstätt-Hesselhurst | Willwerscheid | Wilnsdorf | Wilnsdorf-Oberdielfen | Wilsche | Wilsecker | Wilstedt | Wilster | Wilthen | Wiltingen | Wimmelburg | Wimsheim | Wincheringen | Windach | Windach-Schöffelding | Windbergen | Windeck | Windeck-Langenberg | Windeck-Leuscheid | Windeck-Rieferath | Windeck-Wilberhofen | Winden | Windesheim | Windhagen | Windheim | Windischeschenbach | Windischleuba | Windorf | Wingst | Winhöring | Winkel | Winkelbach | Winkelhaid | Winkelmühle | Winkelsett | Winklarn | Winklarn/Schneeberg | Winnemark | Winnenden | Winnerath | Winnert | Winnigstedt | Winningen | Winnweiler | Winsen | Winsen-Aller | Winsen-Südwinsen | Winsen/Aller | Winsen/Luhe | Winterbach | Winterberg | Winterberg-Züschen | Winterborn | Winterburg | Winterfeld | Winterlingen | Winterlingen-Harthausen | Wintermoor | Wintersdorf | Wintersheim | Winterspelt | Winterswijk | Wintrich | Wintterbergg | Winzenheim | Winzer | Wipperfürth | Wippra | Wirdum | Wirges | Wirsberg | Wirscheid | Wisch | Wischer | Wischhafen | Wismar | Wissen | Wissingen | Wistedt | Witsum | Wittdün | Wittelshofen | Witten | Wittenbeck | Wittenberg | Wittenberge | Wittenborn | Wittenburg | Wittenburg/Körchow | Wittendörp | Wittenförden | Witterda | Wittgensdorf | Wittichenau | Wittighausen | Wittingen | Wittingen-Knesebeck | Wittislingen | Wittlich | Wittlingen | Wittmar | Wittmund | Wittstedt | Wittstock | Wittstock/ | Wittstock/Dosse | Witzenhausen | Witzhave | Witzin | Witzleben | Witzwort | Wißmannsdorf | Wißmar | Wobbenbüll | Woez | Wohlbach | Wohlde | Wohlenberg | Wohltorf | Wohratal | Wolde | Woldegk | Woldert | Wolfach | Wolfegg | Wolfen | Wolfenbüttel | Wolfersdorf | Wolferstedt | Wolfhagen | Wolfhagen-Altenhasungen | Wolframs-Eschenbach | Wolfratshausen | Wolfsburg | Wolfsburg-Detmerode | Wolfsburg-Ehmen | Wolfsburg-Reislingen | Wolfsburg-Wendschott | Wolfschlugen | Wolfshagen | Wolfstein | Wolgast | Wolkramshausen | Wollershausen | Wollin | Wolmirsleben | Wolmirstedt | Wolnzach | Wolpertshausen | Wolsdorf | Wolsfeld | Woltersdorf | Woltmershausen | Wonsheim | Worbis | Woringen | Worms | Worms-Neuhausen | Worms-Pfeddersheim | Worms-Wiesoppenheim | Worpswede | Wrangelsburg | Wrestedt | Wriedel | Wriezen | Wrisbergholzen | Wrist | Wrixum | Wrohm | Wulfen | Wulften | Wulkenzin | Wulsbüttel | Wunsiedel | Wunstorf | Wuppertal | Wurster | Wurzbach | Wurzen | Wusseken | Wust-Fischbeck | Wusterhausen | Wusterhausen/Dosse | Wusterhusen | Wustermark | Wusterwitz | Wustrow | Wustrow-Teplingen | Wutach | Wutach-Münchingen | Wutha-Farnroda | Wutöschingen | Wyk | Wächtersbach | Wäschenbeuren | Wöbbelin | Wöhrden | Wölfershausen | Wölfersheim | Wöllstadt | Wöllstein | Wölsickendorf-Wollenberg | Wölsreeg | Wörrstadt | Wört | Wörth | Wörthsee | Wülfrath | Wülknitz | Wünschendorf | Wünschendorf/Elster | Würrich | Würselen | Würzburg | Wüschheim | Wüstenrot | Wüstenselbitz | Xanten | Zabelsdorf | Zaberfeld | Zachow | Zadelsdorf | Zahna | Zahna-Elster | Zahne-Elster | Zaisenhausen | Zandt | Zapfendorf | Zappendorf | Zarnekow | Zarpen | Zarrendorf | Zarrentin | Zecherin | Zechin | Zechlinerhütte | Zedlitz | Zeesen | Zehdenick | Zehlendorf | Zehna | Zehnhausen | Zeil | Zeilarn | Zeiskam | Zeithain | Zeitlarn | Zeitz | Zell | Zell-Althaus | Zell-Merl | Zell-merl | Zella-Mehlis | Zellertal | Zeltingen-Rachtig | Zemitz | Zemmer | Zemmer-Rodt | Zempin | Zendscheid | Zenting | Zepernick | Zeppelinheim | Zerben | Zerbst | Zerbst/Anh. | Zerbst/Anhalt | Zerbst/OT | Zerf | Zernien | Zernitz-Lohm | Zerrenthin | Zeschdorf | Zetel | Zettemin | Zettlitz | Zeulenroda | Zeulenroda-Triebes | Zeuthen | Zeven | Zichow | Zickhusen | Ziegelheim | Ziegelrode | Ziegendorf | Ziegenrück | Zieko | Ziemetshausen | Zierenberg | Zierenberg- | Zierow | Ziertheim | Ziesar | Ziesendorf | Zillhausen | Zilly | Zilshausen | Zimmern | Zimmerschied | Zingst | Zinna | Zinnowitz | Zinnwald | Zinzenzell | Zirchow | Zirndorf | Zirndorf-BronnambergZirndorf | Zitta | Zittau | Zoppoten | Zorge | Zorneding | Zornheim | Zossen | Zossen/Dabendorf | Zschadraß | Zschaitz-Ottewig | Zschepplin | Zschepplitz | Zschopau | Zschorlau | Zudar | Zurow | Zusamaltheim | Zusammzell | Zusmarshausen | Zuzenhausen | Zwebendorf | Zweibrücken | Zweiflingen | Zwenkau | Zwickau | Zwiefalten | Zwiesel | Zwingenberg | Zwochau | Zwönitz | Zöblitz | Zölkow | Zörbig | Zörbig-Cösitz | Zöschen | Zöschingen | Zühlsdorf | Zülpich | Zülsdorf | Züsch | Züssow | baesweiler | bardowick | bei | berlin | bünde | castrop | cochem | coswig | deidesheim | delmenhorst | eberswalde | freiburg | friedrichsdorf | halfing | heide | hemer | hengen | herne | hockweiler | homburg | hunsrück | idstein/ | iserlohn | karlsruhe | kehl | kisdorf | kissing | knittlingen | köln | lebach | linde | lindow | meerbusch | mönchengladbach | nan | neuenkirchen | neuenstadt | nienburg | nottuln | oberweißbach | oldenburg | paderborn | petershagen | remscheid | saarlouis | schlitz | schwalbach | sennfeld | sevelten | sinsheim | waldbronn | weickersgrüben | weiden | wismar | wolfsburg | wuppertal | zerf | zingst | zwenkau | zühlsdorf | Öbisfelde | Öhningen | Öhringen | Ölbronn | Ölbronn-Dürrn | Öpfingen | Östringen | Östringen-Odenheim | Östringen-Tiefenbach | Ötigheim | Ötisheim | Ötzingen | Übach | Übach-Palenberg | Überherrn | Überherrn-Felsberg | Überherrn-Wohnstadt | Überlingen | Üchtelhausen | Ückeritz | Üdersdorf | Ühlingen | Ühlingen-Berau | Ühlingen-Birkendorf | Ürzig | Üxheim | 0 | 10 | 11 | 12 | 14 | 15 | 17 | 18 | 19 | 20 | 21 | 23 | 24 | 6 | 8 | 9 | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated |
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| 115756801 | Bungalow | 518500.0 | A+ | Erstbezug | 3.0 | 160.0 | 1200.0 | 2020 | Ranstadt | 4 | nan | nan | nan | nan | nan | nan | 0 | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.00 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.00 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 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| 116959865 | Einfamilienhaus (freistehend) | 225900.0 | A+ | Erstbezug | 3.0 | 76.0 | 612.0 | 2021 | Pegau | 12 | 48.8 | 6288.0 | 3068.0 | 3220.0 | 129.0 | nan | 24 | 94 | 93.26 | 50.00 | 1.00 | 45.30 | 11.75 | 28.72 | 7.45 | 1.06 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 3.19 | 2.13 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.13 | 0.00 | 0.00 | 0.00 | 1.06 | 1.06 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 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| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Now, all categorical columns are dropped as we have them dummified.
In [19]:
dummydf_clean2 = dummydf_clean.drop(['Typ', 'Energieeffizienzklasse', 'Objektzustand', 'Baujahr', 'Stadt', 'Topic', 'nan', '26434', '35216', '39619', '52379', '52428', '52531', '73733', '87600', '88400', '98593', '0', '10', '11', '12', '14', '15', '17', '18', '19', '20', '21', '23', '24', '6', '8', '9', '5410', '5992'], axis=1)
In [20]:
dummydf_clean2
Out[20]:
| Kaufpreis | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | Bauernhaus | Besondere Immobilie | Bungalow | Burg/Schloss | Doppelhaushälfte | Einfamilienhaus (freistehend) | Mehrfamilienhaus | Reiheneckhaus | Reihenmittelhaus | Villa | Wohnimmobilie (sonstige) | A | A+ | B | C | D | E | F | G | H | Abbruchreif | Erstbezug | Erstbezug nach Sanierung | Gepflegt | Modernisiert | Nach Vereinbarung | Neuwertig | Renovierungsbedürftig | Saniert | Vollständig renoviert | 1058 | 1070 | 1111 | 1195 | 1245 | 1254 | 1265 | 1299 | 1309 | 1340 | 1355 | 1390 | 1400 | 1411 | 1416 | 1423 | 1426 | 1439 | 1456 | 1470 | 1480 | 1489 | 1490 | 1492 | 1496 | 1500 | 1501 | 1502 | 1503 | 1504 | 1506 | 1509 | 1513 | 1520 | 1523 | 1527 | 1530 | 1533 | 1540 | 1542 | 1549 | 1550 | 1553 | 1555 | 1556 | 1557 | 1565 | 1568 | 1569 | 1570 | 1577 | 1578 | 1580 | 1581 | 1582 | 1584 | 1590 | 1595 | 1596 | 1599 | 1600 | 1601 | 1602 | 1604 | 1606 | 1608 | 1609 | 1611 | 1614 | 1615 | 1617 | 1618 | 1620 | 1621 | 1622 | 1623 | 1625 | 1626 | 1628 | 1630 | 1634 | 1635 | 1636 | 1637 | 1639 | 1640 | 1642 | 1644 | 1645 | 1646 | 1648 | 1650 | 1652 | 1653 | 1654 | 1655 | 1660 | 1665 | 1666 | 1667 | 1670 | 1672 | 1674 | 1679 | 1680 | 1682 | 1685 | 1686 | 1687 | 1688 | 1689 | 1690 | 1691 | 1692 | 1694 | 1696 | 1697 | 1698 | 1699 | 1700 | 1701 | 1703 | 1707 | 1708 | 1710 | 1711 | 1712 | 1713 | 1714 | 1715 | 1716 | 1719 | 1720 | 1721 | 1722 | 1724 | 1725 | 1726 | 1727 | 1728 | 1729 | 1730 | 1732 | 1733 | 1735 | 1736 | 1737 | 1738 | 1739 | 1740 | 1741 | 1742 | 1743 | 1744 | 1745 | 1746 | 1747 | 1749 | 1750 | 1751 | 1752 | 1753 | 1754 | 1755 | 1756 | 1757 | 1758 | 1759 | 1760 | 1761 | 1763 | 1764 | 1765 | 1766 | 1767 | 1768 | 1769 | 1770 | 1771 | 1772 | 1773 | 1774 | 1775 | 1776 | 1777 | 1778 | 1779 | 1780 | 1781 | 1782 | 1783 | 1784 | 1785 | 1786 | 1787 | 1788 | 1789 | 1790 | 1791 | 1792 | 1793 | 1794 | 1795 | 1796 | 1797 | 1798 | 1799 | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | 1809 | 1810 | 1811 | 1812 | 1813 | 1814 | 1815 | 1816 | 1817 | 1818 | 1819 | 1820 | 1821 | 1822 | 1823 | 1824 | 1825 | 1826 | 1827 | 1828 | 1829 | 1830 | 1831 | 1832 | 1833 | 1834 | 1835 | 1836 | 1837 | 1838 | 1839 | 1840 | 1841 | 1842 | 1843 | 1844 | 1845 | 1846 | 1847 | 1848 | 1849 | 1850 | 1851 | 1852 | 1853 | 1854 | 1855 | 1856 | 1857 | 1858 | 1859 | 1860 | 1861 | 1862 | 1863 | 1864 | 1865 | 1866 | 1867 | 1868 | 1869 | 1870 | 1871 | 1872 | 1873 | 1874 | 1875 | 1876 | 1877 | 1878 | 1879 | 1880 | 1881 | 1882 | 1883 | 1884 | 1885 | 1886 | 1887 | 1888 | 1889 | 1890 | 1891 | 1892 | 1893 | 1894 | 1895 | 1896 | 1897 | 1898 | 1899 | 1900 | 1901 | 1902 | 1903 | 1904 | 1905 | 1906 | 1907 | 1908 | 1909 | 1910 | 1911 | 1912 | 1913 | 1914 | 1915 | 1916 | 1917 | 1918 | 1919 | 1920 | 1921 | 1922 | 1923 | 1924 | 1925 | 1926 | 1927 | 1928 | 1929 | 1930 | 1931 | 1932 | 1933 | 1934 | 1935 | 1936 | 1937 | 1938 | 1939 | 1940 | 1941 | 1942 | 1943 | 1944 | 1945 | 1946 | 1947 | 1948 | 1949 | 1950 | 1951 | 1952 | 1953 | 1954 | 1955 | 1956 | 1957 | 1958 | 1959 | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | A-Ebingen | AHRENSBURG | ALTENSTADT | ALZEY | Aachen | Aachen-Kornelimünster | Aachen-Walheim | Aalen | Aalen-Unterkochen | Aalen-Wasseralfingen | Aarbergen | Abbenrode | Abbesbüttel | Abenberg | Abensberg | Absberg | Abstatt | Abtsgmünd | Abtshagen | Achern | Achim | Achim-Baden | Achkarren | Achmühle | Achstetten | Acht | Achtelsbach | Achterwehr | Achtrup | Adelberg | Adelebsen | Adelheide | Adelheidsdorf | Adelmannsfelden | Adelsdorf | Adelsheim | Adelshofen | Adelsried | Adelzhausen | Adenau | Adenbüttel | Adendorf | Adenstedt | Adlkofen | Admannshagen-Bargeshagen | Adorf | Adorf/Vogtland | Aebtissinwisch | Aerzen | Affalterbach | Aglasterhausen | Ahaus | Ahaus-Ottenstein | Ahaus-Wessum | Ahausen | Ahlbeck | Ahlden | Ahlen | Ahlen-Vorhelm | Ahlerstedt | Ahlsdorf | Ahnatal | Ahnsbeck | Ahnsen | Aholfing | Aholming | Ahorn | Ahorn-Berolzheim | Ahornberg | Ahrbrück | Ahrensburg | Ahrensbök | Ahrensfelde | Ahrensfelde-Blumberg | Ahrenshagen | Ahrenshagen-Daskow | Ahrenshoop | Ahrenviöl | Ahrweiler | Aicha | Aichach | Aichhalden | Aichtal | Aichtal-Neuenhaus | Aichwald | Aichwald-Schanbach | Aidenbach | Aidlingen | Ailertchen | Ailterchen | Aindling | Aistaig | Aiterhofen | Aitrach | Aken | Albbruck | Albeck | Albersdorf | Albershausen | Albersweiler | Albertshofen | Albingshausen | Albisheim | Albstadt | Albstadt-Ebingen | Albstadt-Lautlingen | Albstadt-Onstmettingen | Albstadt-Tailfingen | Aldenhoven | Aldersbach | Aldingen | Alfdorf | Alfeld | Alfeld(Leine) | Alfeld-Brunkensen | Alfeld/Leine | Alfhausen | Alflen | Alfstedt | Alfter | Alfter-Impekoven | Alfter-Oedekoven | Alfter-Witterschlick | Algermissen | Alheim | Alheim-Heinebach | Aligse | Alikendorf | Allenbach | Allendorf | Allensbach | Alleringersleben | Allersberg | Allershausen | Alling | Allmannshofen | Allmendingen | Allmersbach | Allrode | Allstedt | Almersbach | Alpen | Alpenrod | Alpirsbach | Alsbach-Hähnlein | Alsdorf | Alsdorf-Blumenrath | Alsdorf-Zopp | Alsenz | Alsfeld | Alsheim | Alsleben | Alstätte | Alt | Alt-Glienicke | Altbach | Altbach-Losburg | Altdorf | Altdöbern | Altefähr | Alteglofsheim | Alten-Buseck | Altena | Altenahr | Altenau | Altenbeken | Altenberg | Altenberge | Altenbuch | Altenburg | Altendiez | Altendorf | Altenglan | Altengottern | Altenhausen | Altenhof | Altenholz | Altenkessel | Altenkirchen | Altenkrempe | Altenkunstadt | Altenmarkt | Altenmedingen | Altenmünster | Altenpleen | Altenriet | Altenstadt | Altenstadt-Illereichen | Altenstadt-Untereichen | Altenstadt-Waldsiedlung | Altensteig | Altensteig-Wart | Altenthann | Altentreptow | Altenwalde | Alterkülz | Alterkülz/Kastellaun | Altfraunhofen | Altgandersheim | Altheim | Altheim-Essenbach | Althengstett | Althengstett/Neuhengstett | Althenstett | Althornbach | Althütte | Althüttendorf | Altingen | Altjessnitz | Altkalen | Altlandsberg | Altlay | Altleiningen | Altlußheim | Altmannstein | Altmannstein-Mendorf | Altmärkische | Altomünster | Altranft | Altrip | Altshausen | Altstadt | Altstrelitz | Altusried | Altwigshagen | Altötting | Alzenau | Alzey | Alzey-Heimersheim | Alzey-Weinheim | Alzey-Worms | Alzheim | Am | Amberg | Amelinghausen | Amerdingen | Ammerbuch | Ammersbek | Ammerthal | Amorbach | Ampfing | Ampfurt | Ampleben | Amstetten | Amt | Amöneburg | Andechs | Anderbeck | Andernach | Angelbachtal | Angelburg | Angelburg-Lixfeld | Anger | Angermünde | Angersdorf | Anhalt-Bitterfeld | Anhausen | Ankershagen | Anklam | Ankum | Annaberg | Annaberg-Buchholz | Annaburg | Annahütte | Annweiler | Anrode | Ansbach | Antdorf | Antrifttal | Antweiler | Apelern | Apen | Apenburg | Apensen | Apfeldorf | Apfeltrach | Apolda | Appel | Appen | Appenweier | Appertshofen | Archsum | Arendsee | Aresing | Arft | Argenbühl | Argenschwang | Argenthal | Arkebek | Armstorf | Arnbruck | Arneburg | Arnsberg | Arnsberg- | Arnsberg-Arnsberg | Arnsberg-Voßwinkel | Arnschwang | Arnsdorf | Arnstadt | Arnstein | Arnstorf | Arrach | Arsten | Artern | Artern/Unstrut | Artlenburg | Arzbach | Arzberg | Arzfeld | Asbach | Asbach-Bäumenheim | Aschaffenburg | Aschau | Ascheberg | Ascheberg-Herbern | Ascheffel | Aschendorf | Aschersleben | Asendorf | Aspenstedt | Asperg | Aspisheim | Asslar | Atenstadt | Attendorn | Attenhofen | Attenkirchen | Attenweiler | Attenweiler-Rupertshofen | Atzelgift | Atzendorf | Au | Aubing | Aubstadt | Auderath | Aue | Aue- | Aue-Bad | Auen | Auenwald | Auerbach | Auerbach/Vogtland | Auernheim | Auerswalde | Auetal | Auetal-Rehren | Augsburg | Augsburg-Bärenkeller | Augustdorf | Augustusburg | Auhagen | Aukrug | Aulendorf | Aulosen | Auma | Auma-Weidatal | Aumühle | Aurach | Aurachtal | Aurich | Ausleben | Auw | Aventoft | Averlak | Axstedt | Aying | Ayl | Aystetten | Aßlar | Aßlar-Ortsteil | Aßlar-Werdorf | B | BAD | BD-Öfingen | BERLIN | Baar | Baar-Ebenhausen | Baar-Oberbaar | Babenhausen | Babensham | Bach | Bacharach | Bachhagel | Backnang | Bad | Bad-Breisig | Bad-Rippoldsau-Schapbach | Badbergen | Baddeckenstedt | Badeborn | Baden | Baden-Baden | Baden-Baden-Steinbach | Baden-Württemberg | Badendorf | Badenweiler | Badra | Baesweiler | Baesweiler-Beggendorf | Baesweiler-Setterich | Bahlingen | Bahrdorf | Bahrenborstel | Bahretal | Baienfurt | Baierbach | Baierbrunn | Baiern | Baiersbronn | Baiersdorf | Baindt | Baldham | Balesfeld | Balge | Balgheim | Balingen | Balingen-Dürrwangen | Balingen-Frommern | Balingen-Heselwangen | Balingen-Zillhausen | Balje | Ballendorf | Ballenstedt | Ballhausen | Ballrechten-Dottingen | Balve | Balzhausen | Bamberg | Bammental | Bandau | Bandekow | Bandelin | Bandenitz | Bann | Bannberscheid | Bannewitz | Barbing | Barby | Barchfeld-Immelborn | Bardowick | Barenburg | Barendorf | Bargau | Bargenstedt | Bargfeld-Stegen | Bargischow | Bargstall | Bargstedt | Bargteheide | Bargum | Barkenholm | Barleben | Barlt | Barmke | Barmstedt | Barner | Barnim-Wandlitz | Barnin | Barnitz | Barnstädt | Barntrup | Barsbek | Barsbüttel | Barsinghausen | Barsinghausen-Goltern | Barsinghausen-Kirchdorf | Barsinghausen-Langreder | Bartenshagen | Bartenshagen-Parkentin | Barth | Bartholomä | Bartow | Barum | Baruth | Baruth/Mark | Barßel | Basedow | Bassenheim | Bassum | Basthorst | Bastorf | Battenberg | Battweiler | Baumholder | Baunatal | Bautzen | Bayerbach | Bayerfeld-Steckweiler | Bayerisch | Bayern | Bayreuth | Bebenhausen | Bebra | Becherbach | Bechhofen | Bechstedt-Wagd | Bechtheim | Beckdorf | Beckedorf | Beckeln | Beckerwitz | Beckingen | Beckingen-Honzrath | Beckingen-Saarfels | Beckum | BeckumBeckum | Bedburg | Bedburg-Grottenherten | Bedburg-Hau | Bedburg-Kaster | Bedburg-Königshoven | Beedenbostel | Beelen | Beelitz | Beerfelden | Beesenstedt | Beeskow | Beetzendorf | Beetzsee | Beggerow | Behrensdorf | Behrenshagen | Behrenwalde | Beidendorf | Beidenfleth | Beiersdorf | Beiersdorf-Freudenberg | Beierstedt | Beilngries | Beilrode | Beilstein | Beimerstetten | Beindersheim | Beinerstadt | Beldorf | Belgern | Belgern-Schildau | Belgernshain | Belgershain | Bell | Bellenberg | Bellheim | Bellingen | Belm | Beltheim | Beltheim-Frankweiler | Belum | Belzig | Bempflingen | Bendestorf | Bendfeld | Bendorf | Bengel | Benitatxell | Benitz | Benneckenstein | Bennewitz | Benningen | Bensdorf | Bensheim | Bensheim-Gronau | Benthe | Bentwisch | Bentzin | Benz | Beratzhausen | Berching | Berchtesgaden | Berenbrock | Berg | Berg-Kempfenhausen | Berg/Sibichhausen | Berga | Berge | Bergen | Bergenhausen | Bergenhusen | Bergfeld | Bergheim | Bergheim-Glessen | Bergheim-Kenten | Bergheim-Quadrath-Ichendorf | Bergheim-Zieverich | Berghülen | Bergisch | Bergisch-Gladbach | Bergkamen | Bergkamen- | Bergkamen-Overberge | Bergkirchen | Berglen | Bergneustadt | Bergrheinfeld | Bergsich | Beringstedt | Berk | Berka/Werra | Berkatal | Berkenbrück | Berkheim | Berkholz-Meyenburg | Berl.10 | Berlichingen | Berlin | Berlin- | Berlin-Alt-Hohenschönhausen | Berlin-Altglienicke | Berlin-Biesdorf | Berlin-Blankenburg | Berlin-Bohnsdorf | Berlin-Buckow | Berlin-Dahlem | Berlin-Frohnau | Berlin-Gropiusstadt | Berlin-Heiligensee | Berlin-Hellersdorf | Berlin-Karolinenhof | Berlin-Karow | Berlin-Kaulsdorf | Berlin-Kladow | Berlin-Lichtenrade | Berlin-Lichterfelde | Berlin-Lichterfelde-Ost | Berlin-Mahlsdorf | Berlin-Mariendorf | Berlin-Marzahn | Berlin-Müggelheim | Berlin-Neukölln | Berlin-Niederschönhausen | Berlin-Pankow | Berlin-Rahnsdorf | Berlin-Rudow | Berlin-Spandau | Berlin-Staaken | Berlin-Steglitz | Berlin-Tegel | Berlin-Treptow | Berlin-Wannsee | Berlin-Zehlendorf | Bermatingen | Bermbach | Bermel | Bernau | Bernburg | Berndorf | Berne | Bernhardswald | Bernitt | Bernkastel | Bernkastel-Kues | Bernkastel-Wittlich | Bernried | Bernsdorf | Bernstadt | Bernstein | Bernterode | Berschweiler | Bersenbrück | Berthelsdorf | Bertsdorf-Hörnitz | Berumbur | Berwangen | Berzhahn | Berzhausen | Bescheid | Besdorf | Beselich | Beselich-Obertiefenbach | Beselin | Besigheim | Bessenbach | Bestensee | Bestwig | Betheln | Betteldorf | Bettenfeld | Bettingen | Betzdorf | Betzendorf | Betzenweiler | Betzigau | Beuren | Beutelsbach | Bevern | Beverstedt | Beverungen | Bexbach | Bexbach-Frankenholz | Bexbach-Höchen | Biberach | Biberbach | Bibertal | Bibertal-Bühl | Biblis | Bickenbach | Bidingen | Biebelried | Biebelsheim | Bieberehren | Biebergemünd | Biebergemünd-Bieber | Biebergemünd-Lanzingen | Biebertal | Biebesheim | Biedenkopf | Biedenkopf-Eckelshausen | Biedenkopf-Kombach | Biedenkopf-Wallau | Biederbach | Biederitz | Biedershausen | Bielefeld | Bielefeld-Quelle | Bielefeld-Vlotho | Biendorf | Bienenbüttel | Biere | Biersdorf | Biesdorf | Bieselsberg | Biesenthal | Biessenhofen | Bietigheim | Bietigheim-Bissingen | Bietigheim-Bissingen-Bietigheim | Billerbeck | Billigheim | Billigheim-Allfeld | Billigheim-Ingenheim | Bilsen | Bilshausen | Bilzingsleben | Bindlach | Bingen | Bingenheim | Binnen | Binsfeld | Binz | Binzen | Bippen | Birenbach | Birgel | Birgland | Birken-Honigsessen | Birkenau | Birkenau- | Birkenbeul | Birkenfeld | Birkenfeld-Gräfenhausen | Birkenheide | Birkenhördt | Birkenwerder | Birnbach | Birstein | Birstein-Lichenroth | Bischberg | Bischbrunn | Bischoffen | Bischofferode | Bischofrod | Bischofsgrün | Bischofsheim | Bischofsmais | Bischofswerda | Bisingen | Bismark | Bispingen | Bispingen-Steinbeck | Bissendorf | Bitburg | Bitterfeld | Bitterfeld-Wolfen | BitterfeldWolfen | Bittkau | Bitz | Blaichach | Blankenbach | Blankenberg | Blankenburg | Blankenfelde | Blankenfelde-Mahlow | Blankenhagen | Blankenhain | Blankenheim | Blankenheim-Lommersdorf | Blankenheim-Rohr | Blankenhof | Blankenrath | Blankensee | Blankenstein | Blaubach | Blaubeuren | Blaubeuren/OT | Blaufelden | Blaustein | Bleckede | Bleckenstedt | Bleckhausen | Bleialf | Bleicherode | Blekendorf | Bliedersdorf | Bliesdorf | Blieskastel | Blieskastel- | Blindheim | Blomberg | Blowatz | Blumberg | Blumenholz | Blunk | Blösien | Bobbau | Bobengrün | Bobenheim | Bobenheim-Roxheim | Bobenthal | Bobingen | Bobingen-Straßberg | Bobritzsch | Bobritzsch-Hilbersdorf | Bobzin | Bochin | Bocholt | Bocholt-Barlo | Bochum | Bochum-Dahlhausen | Bochum-WAT-Höntrop | Bockau | Bockenau | Bockenem | Bockenem-Ortshausen | Bockenheim | Bockhorn | Bockhorn-Ellenserdamm | Bockhorst | Bocksberg | Bodelshausen | Bodelwitz | Bodenbach | Bodenfelde | Bodenkirchen | Bodenmais | Bodenwerder | Bodenwöhr | Bodman | Bodman-Ludwigshafen | Bodnegg | Bodolz | Bogen | Bohmstedt | Bohmte | Boiensdorf | Boitze | Boitzenburg | Boizenburg | Boizenburg/Elbe | Bokel | Bokensdorf | Bokholt | Boksee | Bolanden | Boldekow | Bollendorf | Bollensen | Bollewick | Boltenhagen | Bomlitz | Bondorf | Bongard | Bonn | Bonn-Bad | Bonn-Beuel | Bonn-Friesdorf | Bonn-Lengsdorf | Bonndorf | Bonstetten | Boock | Bookholzberg | Boos | Boostedt | Bopfingen | Bopfingen/Ot | Boppard | Boppard-Weiler | Borchen | Bordesholm | Boren | Borgentreich | Borgentreich-Bühne | Borgentreich-Manrode | Borgholzhausen | Borgstedt | Borgwedel | Borken | Borken-Burlo | Borken-Gombeth | Borkenwirthe/Burlo | Borkheide | Borkow | Borkum | Borkwalde | Borler | Born | Borna | Borne | Bornhagen | Bornheim | Bornheim-Hersel | Bornheim-Sechtem | Bornhöved | Bornstedt | Borod | Borrentin | Borsdorf | Borsfleth | Borstel | Borstel-Hohenraden | Borstendorf | Borstorf | Borxleben | Bosau | Bosen | Bosenbach | Bosenbach-Friedelhausen | Bothel | Bottenbach | Bottendorf | Bottrop | Bous | Bovenden | Boxberg | Boxberg-Kupprichhausen | Boxberg-Schwabhausen | Boxberg-Untershüpf | Braak | Brachbach | Brachtal | Brachttal | Brachwitz | Brackel | Brackenheim | Brackenheim-Botenheim | Brackenheim-Meimsheim | Brackstedt | Braderup | Brahlstorf | Brake | Brakel | Brakel-Hembsen | Bramsche | Bramstedt | Bramstedtlund | Brand | Brand-Erbisdorf | Brande-Hörnerkirchen | Brandenburg | Brandenburg-Beetzsee | Brandis | Brandscheid | Brannenburg | Branschweig | Braubach | Brauneberg | Braunfels | Braunfels-Tiefenbach | Braunlage | Braunsbach | Braunsbedra | Braunschweig | Braunschweig-Hondelage | Braunschweig-Mascherode | Braunschweig-Watenbüttel | Braunsdorf | Braunshorn | Brauweiler | Brechen | Brechen-Niederbrechen | Breckerfeld | Breddin | Bredenfelde | Bredstedt | Breege | Breese | Breesen | Brehna | Breidenbach | Breidenbach-Kleingladenbach | Breidenbach-Wiesenbach | Breiholz | Breisach | Breit | Breitbrunn | Breitenbach | Breitenberg | Breitenbrunn | Breitenbrunn-Bedernau | Breitenbrunn/Erzgeb. | Breitenburg | Breitenfeld | Breitenfelde | Breitengüßbach | Breitenhagen | Breitenthal | Breitenworbis | Breitnau | Breitscheid | Breitscheidt | Breitungen | Brekendorf | Breklum | Bremen | Bremen-Kattenturm | Bremen/Alt-Osterholz | Bremen/Farge | Bremen/Hastedt | Bremen/Neue | Bremen/Walle | Bremerhaven | Bremerhaven-Wulsdorf | Bremervörde | Brenken | Brennberg | Brensbach | Brest | Breternitz | Bretleben | Bretnig | Bretnig-Hauswalde | Bretten | Bretten-Diedelsheim | Brettin | Bretzenheim | Bretzfeld | Breuberg | Breuna | Brevörde | Breydin | Brickeln | Briedel | Brielow | Brieselang | Brieskow-Finkenheerd | Brietlingen | Brietzig | Brilon | Brilon-Wald | Britz | Brockel | Brockum | Brodersby | Broderstorf | Brohl-Lützing | Brokdorf | Brokstedt | Brombachtal | Brombachtal/Böllstein | Brome | Bromskirchen | Bronkow | Brotterode-Trusetal | Bruchertseifen | Bruchhausen-Vilsen | Bruchköbel | Bruchmühlbach | Bruchmühlbach-Miesau | Bruchsal | Bruchsal-Heidelsheim | Bruchweiler | Bruchweiler-Bärenbach | Bruck | Bruckberg | Bruckmühl | Brunaschweig | Brunn | Brunnen | Brunnthal | Brunow | Brunsbek | Brunsbek-Langelohe | Brunsbüttel | Bruschied | Brusow | Bräuningshof | Bräunlingen | Bröckel | Brück | Brücken | Brüel | Brüggen | Brüggen-Born | Brüggen-Bracht | Brühl | Brühl-Rohrhof | Brünn | Brüsewitz | Brüssow | Bubenheim | Bubenreuth | Bubesheim | Bubsheim | Buch | Bucha | Buchbach | Buchberg | Buchdorf | Buchen | Buchen-Bödigheim | Buchen-Götzingen | Buchen/Hettingen | Buchenberg | Buchenberg-Kreuzthal | Buchet | Buchholz | Buchholz-Holm-Seppensen | Buchholz-Trelde | Buchloe | Buchwalde | Buckow | Budenheim | Buende | Bugewitz | Buggenhagen | Buggingen | Buggingen-Seefelden | Buisdorf | Bullay | Bullendorf/ | Bunde | Bundenbach | Bunsoh | Burbach | Burg | Burg-Parchau | Burg-Schartau | Burgau | Burgbrohl | Burgbrohl-Lützingen | Burgdorf | Burgdorf-Ehlershausen | Burgebrach | Burgen | Burgfarrnbach | Burghaslach | Burghaun | Burghausen | Burgheim | Burgkirchen | Burgkunstadt | Burglengenfeld | Burgoberbach | Burgrieden | Burgrieden-Rot | Burgschwalbach | Burgsolms | Burgstall | Burgstädt | Burgthann | Burgwald | Burgwedel | Burgwedel-Engensen | Burgwindheim | Burhave | Burkardroth | Burkardroth-OT | Burkau | Burkersdorf | Burkhardtsdorf | Burladingen | Burladingen-Gauselfingen | Burow | Burscheid | Burtenbach | Buschhoven | Buschmühlen | Buschvitz | Busdorf | Buseck | Busenberg | Busenwurth | Butjadingen | Buttstädt | Butzbach | Butzow | Buxheim | Buxtehude | Bächingen | Bäk | Bärenbach | Bärenstein | Bärnau | Bärwalde | Bärweiler | Böbing | Böbingen | Böblingen | Böbrach | Böel | Böhl-Iggelheim | Böhlen | Böhme | Böhmenkirch | Böklund | Bönebüttel | Bönen | Bönnigheim | Bönningstedt | Börde-Hakel | Bördeland | Börger | Börgerende | Börgerende-Rethwisch | Börnichen | Börnicke | Börnsen | Börwang | Börßum | Bösel | Böttingen | Bötzow | Büchel | Büchen | Büchenbach | Büchenbeuren | Büchlberg | Bückeburg | Bückeburg-Bergdorf | Büddenstedt | Büdelsdorf | Büdingen | Büdingen-Rohrbach | Büdingen-Vonhausen | Bühl | Bühl-Stadtteil | Bühlertal | Bühlertann | Bühlerzell | Bühnsdorf | Bühren | Bünde | Büren | Bürgel | Bürgeln | Bürstadt | Büschdorf | Büschfeld | Büsingen | Büsum | Büsumer | Bütlingen | Büttelborn | Büttelborn-Worfelden | Büttelkow | Bütthard | Bützow | Caan | Cadenberge | Cadolzburg | Calau | Calbe | Calberlah | Calden | Callbach | Callenberg | Calvörde | Calw | Calw-Stammheim | Cambs | Cammin | Can | Capdepera | Capelle | Cappeln | Carlow | Carlsberg | Carlsfeld | Carpin | Casekow | Castell | Castrop | Castrop-Rauxel | Cavertitz | Celle | Celle-Klein | Celle-Westercelle | Cham | Chemnitz | Chieming | Chorin | Christgrün | Christiansholm | Clausen | Clausthal | Clausthal-Zellerfeld | Claußnitz | Cleebronn | Clenze | Cloppenburg | Coburg | Cochem | Cochem-Zell | Coesfeld | Coesfeld-Lette | Colbitz | Colditz | Collenberg | Collenberg-Reistenhausen | Colmberg | Colmnitz | Contwig | Coppenbrügge | Coppengrave | Cornberg | Coswig | Cottbus | Crailsheim | Cramberg | Cramonshagen | Creglingen | Cremlingen | Creuzburg | Creußen | Crimmitschau | Crinitz | Crinitzberg | Crispendorf | Crivitz | Crostau | Crostwitz | Crottendorf | Cunewalde | Cunnersdorf | Cuxhaven | Cuxhaven-Döse | Cxuhaven | Cämmerswalde | Cölbe | Cölpin | Daaden | Dabel | Daberkow | Dachau | Dachsenhausen | Dackenheim | Dagebüll | Dahlem | Dahlem-Schmidtheim | Dahlen | Dahlenberg | Dahlenburg | Dahlewitz | Dahlheim | Dahme | Dahme-Spreewald-Eichwalde | Dahme-Spreewald-Teupitz | Dahme/Mark | Dahmen | Dahn | Dahnen | Daisendorf | Dalberg | Dalheim | Dalldorf | Dallgow | Dallgow-Döberitz | Damendorf | Damflos | Damm | Dammbach | Damme | Damp | Damsdorf | Damshagen | Dankmarshausen | Dannau | Danndorf | Dannenberg | Dannenberg-OT | Dannenbüttel | Dannenfels | Dannenwalde | Dannewerk | Dannstadt-Schauernheim | Dansenberg | Dardesheim | Dargow | Dargun | Darlingerode | Darmstadt | Darmstadt-Dieburg | Dasing | Dassel | Dassendorf | Dassow | Datteln | Dattenberg | Datzeroth | Datzetal | Daubach | Daun | Daun-Gillenfeld | Dausenau | Dautmergen | DautphetaL | Dautphetal | Dauwelshausen | Daxweiler | Dechow | Dedeleben | Dedelstorf-Allersehl | Deersheim | Deesen | Deggemdorf | Deggendorf | Deggenhausertal | Deggenhausertal-Urnau | Deggingen | Deidesheim | Deilingen | Deimberg | Deining | Deiningen | Deinste | Deisenhofen | Deisslingen-Lauffen | Deizisau | Deißlingen | Delbrück | Delingsdorf | Delitzsch | Dellfeld | Delligsen | Dellstedt | Delmenhorst | Delve | Demen | Demitz-Thumitz | Demling-Großmehring | Demmin | Denkendorf | Denklingen-Landsberg | Denkte | Densdorf | Denstorf | Dentlein | Denzlingen | Derben | Derenburg | Derental | Dermbach | Dernbach | Dersau | Derschen | Dersekow | Dersum | Dertingen | Dessau | Dessau-Roßlau | Dessau-Waldersee | Dessau_Roßlau | Dessow | Detern | Detmold | Detmold- | Detmold-Berlebeck | Detmold-Hornoldendorf | Dettelbach | Dettelbach/Bibergau | Dettenhausen | Dettenheim | Dettenheim-Liedolsheim | Dettenheim/ | Dettighofen | Dettighofen-Baltersweil | Dettingen | Dettingen/Erms | Dettmannsdorf | Deuben | Deuerling | Deuselbach | Deutsch | Deutscheinsiedel | Deutschland | Deutschland-Hirschberg | Deutschneudorf | Dexheim | Deyelsdorf | Dhronecken | Dickesbach | Didderse | Diebach | Dieblich | Dieburg | Diedersdorf | Diedesfeld | Diedorf | Diedorf-Lettenbach | Diedrichshagen | Diehsa | Diekhof | Diekholzen | Diekusen-Fahrstedt | Dielheim | Dielmissen | Diemelsee | Diemelstadt | Diemelstadt-Wrexen | Diepenau | Diepholz | Diera-Zehren | Dierbach | Dierdorf | Dierhagen | Dierscheid | Diesdorf | Dieskau | Diespeck | Diessen | Dietenheim | Dietersburg | Dietersheim | Dieterskirchen | Dietfurt | Dietingen | Dietmannsried | Dietrichingen | Dietzenbach | Dietzhausen | Dietzhölztal | Dietzhölztal-Ewersbach | Dietzhölztal-Rittershausen | Diez | Dießen | Dill | Dillenburg | Dillenburg-Donsbach | Dillenburg-Niederscheld | Dillendorf | Dillhausen | Dillingen | Dillingen/ | Dillingen/Saar | Dimbach | Dingden | Dingelstedt | Dingelstädt | Dingen | Dingolfing | Dinkelsbühl | Dinkelscherben | Dinklage | Dinslaken | Dintenhofen | Dippach | Dippmannsdorf | Dippoldiswalde | Dirmstein | Dischingen | Dissen | Dissenchen | Ditfurt | Ditscheid | Dittelbrunn | Dittelsheim-Hessloch | Dittelsheim-Heßloch | Dittenheim | Dittmannsdorf | Ditzingen | Ditzingen-Heimerdingen | Ditzingen-Schöckingen | Divitz-Spoldershagen | Dobbeln | Dobbertin | Dobbin-Linstow | Dobel | Doberlug-Kirchhain | Doberschau-Gaußig | Doberschütz | Dockweiler | Dogern | Dohma | Dohna | Dohren | Dolgesheim | Dollbergen | Dollenchen | Dollendorf | Dollerup | Dollnstein | Dombühl | Domersleben | Dommitzsch | Domsdorf | Donaueschingen | Donaustauf | Donauwörth | Donnersdorf | Donsieders | Donzdorf | Dorf | Dorfen | Dorfhain | Dorfprozelten | Dormagen | Dormagen-Rheinfeld | Dorn-Dürkheim | Dornburg | Dornburg-Camburg | Dornburg-Wilsenroth | Dorndorf | Dorndorf-Steudnitz | Dornhan | Dornhan-Marschalkenzimmern | Dornstadt | Dornstetten | Dornstetten-Aach | Dornum | Dornumersil | Dorsheim | Dorstadt | Dorsten | Dorsten-Rhade | Dortmund | Dortmund-Bittermark | Dortmund-Lütgendortmund | Dortmund-Mitte | Dotternhausen | Drage | Dragun | Drais | Drangstedt | Dransfeld | Dranske | Drebach | Drebkau | Dreetz | Drei | Dreieich | Dreieich-Dreieichenhain | Dreieichenhain | Dreifelden | Dreiheide | Dreikirchen | Dreis-Brück | Dreisen | Drelsdorf | Drensteinfurt | Drensteinfurt-Walstedde | Dreschvitz | Dresden | Drestedt | Drewin | Dreye | Drieberg | Driedorf | Drispeth | Drochtersen | Drolshagen | Droschka | Droyßig | Ducherow | Duchroth | Dudeldorf | Dudenhofen | Duderstadt | Dudweiler | Dudweiler-Herrensohr | Duggendorf | Duingen | Duisburg | Duisburg-Baerl | Duisburg-Hochheide | Dummerdorf | Dummersdorf | Dummerstorf | Dungelbeck | Dunningen | Dunsum | Dunum | Dunzweiler | Durmersheim | Durmserheim | Dutzow | Dußlingen | Dägeling | Dähre-Bonese | Dämelow | Dänischenhagen | Dänkritz | Döbbersen | Döbeln | Döbern | Döhlau | Dölbau | Döllstädt | Dömitz | Dörentrup | Dörfles-Esbach | Dörnberg | Dörnitz | Dörpen | Dörpling | Dörpstedt | Dörpum | Dörrenbach | Dörscheid | Dörth | Dörverden/ | Dörzbach | Dötlingen | Dülken | Dülmen | Dülmen-Buldern | Dümmer | Dümpelfeld | Düngenheim | Dünsen | Dürbheim | Düren | Düren-Arnoldsweiler | Düren-Birkesdorf | Düren-Hoven | Düren-Merken | Dürmentingen | Dürrenberg | Dürrlauingen | Dürrröhrsdorf-Dittersbach | Dürrwangen | Düsseldorf | Düsseldorf-Flehe | Düsseldorf-Hubbelrath | Düsseldorf-Oberkassel | Düsseldorf-Unterbach | Düsseldorf-Wersten | Düsseldorf-Wittlaer | Düvier | EICH | EUPEN | Ebelsbach | Ebenhausen | Ebensfeld | Ebenweiler | Eberbach | Eberdingen | Eberdingen-Nussdorf | Eberfing | Ebergötzen | Eberhardzell | Ebern | Ebersbach | Ebersbach- | Ebersbach-Neugersdorf | Ebersberg | Ebersdorf | Ebersried | Ebersried/ | Eberstadt | Eberswalde | Ebertshausen | Ebertsheim | Ebhausen | Ebingen | Ebrach | Ebringen | Ebsdorfergrund | Ebstorf | Echem | Eching | Echzell | Echzell-Bingenheim | Eckardroth | Eckardtshausen | Eckartsberga | Eckelsheim | Eckenroth | Eckental | Eckental-Eckenhaid | Eckernförde | Eckersdorf | Eckersweiler | Eckhorst | Ecklak | Eddelak | Edemissen | Edemissen-OT | Edenkoben | Edermünde | Edermünde-Besse | Edersleben | Edertal | Edertal-Kleinern | Edesheim | Edewecht | Edger-Eller | Ediger | Ediger-Eller | Edingen-Neckarhausen | Edling | Effeltrich | Efringen-Kirchen | Egeln | Egelsbach | Egenhausen | Egenhofen | Egestorf | Eggebek | Eggenfelden | Eggenstedt | Eggenstein | Eggenstein-Leopoldshafen | Eggenthal | Eggersdorf | Eggesin | Eggingen | Egglham | Egglkofen | Eggolsheim | Eggstedt | Eggstätt | Eging | Eglharting | Egloffstein | Eglofs | Egmating | Egweil | Ehekirchen | Ehekirchen-Weidorf | Ehingen | Ehlenz | Ehlershausen | Ehlscheid | Ehningen | Ehra | Ehra-Lessien | Ehrenkirchen | Ehringshausen | Ehringshausen-Daubhausen | Ehringshausen-Katzenfurt | Eibach | Eibau | Eibau-Neueibau | Eibelstadt | Eibenstock | Eibenstock-Wildenthal | Eich | Eichberg | Eichelhardt | Eichenau | Eichenbarleben | Eichenberg | Eichenbühl | Eichendorf | Eichenwalde | Eichenzell | Eichigt | Eichstedt | Eichstetten | Eichstätt | Eichwalde | Eickendorf | Eicklingen | Eigeltingen | Eilenburg | Eilenstedt | Eilsdorf | Eilsleben | Eime | Eimeldingen | Eimen | Eimke | Einbeck | Einbeck-Greene | Einbeck-Kreiensen | Einbeck-Salzderhelden | Einhausen | Einselthum | Einöllen | Eiselfing | Eisenach | Eisenbach | Eisenberg | Eisenberg-Steinborn | Eisenheim | Eisenhüttenstadt | Eisfeld | Eisingen | Eisleben | Eislingen | Eislingen/Fils | Eiterfeld | Eitorf | Eitting | Eixen | Ekenis | Elbe | Elbe-Parey | Elbe-Parey-Parey | Elben | Elbeu | Elbingerode | Elbtal | Elbtal-Dorchheim | Elchesheim-Illingen | Elchingen | Eldena | Eldingen | Elfershausen | Elisenau | Elkenroth | Elleben | Ellefeld | Ellenz-Poltersdorf | Ellerau | Ellerbek | Ellerhoop | Ellern | Ellgau | Ellhofen | Ellingen | Ellingstedt | Ellrich | Ellwangen | Elm | Elmenhorst | Elmenhorst-Kreis | Elmenhorst/Lichtenhagen | Elmshausen | Elmshorn | Elmstein | Elpenrod | Elpersbüttel | Elscheid | Elsdorf | Elsdorf-Westermühlen | Elsfleth | Elsfleth-Moorriem | Elskop | Elsteraue | Elsterberg | Elsterheide | Elsterwerda | Elstheide | Elstra | Elterlein | Eltmann | Eltville | Elverdissen | Elversberg | Elxleben | Elz | Elzach | Elze | Embsen | Emden | Emerkingen | Emersacker | Emkendorf | Emlichheim | Emlichheim/Grafschaft | Emmelsbüll-Horsbüll | Emmelshausen | Emmendingen | Emmendorf | Emmenhausen | Emmeningen | Emmerich | Emmerich-Elten | Emmerich-Hüthum | Emmering | Emmerke | Emmerthal | Emmerting | Emmerzhausen | Emmingen | Emmingen-Liptingen | Empfingen | Emsbüren | Emsdetten | Emseloh | Emstek | Endingen | Endschütz | Enge-Sande | Engelbrechtsche | Engelmannsreuth | Engelsberg | Engelsbrand | Engelsbrand-Grunbach | Engelsbrand-Salmbach | Engelskirchen | Engelthal | Engen | Enger | Enger-Bustedt | Engersen | Engstingen | Engstlatt | Eningen | Enkenbach | Enkenbach-Alsenborn | Enkirch | Ennepetal | Ennetach | Ennigerloh | Ensdorf | Ense | Ense-Bremen | Ensheim | Enspel | Enzen | Enzklösterle | Epenwöhrden | Epfach | Epfach-Denklingen | Epfenbach | Epfendorf | Eppelborn | Eppelheim | Eppenberg | Eppenbrunn | Eppendorf | Eppenrod | Eppertshausen | Eppingen | Eppingen-Rohrbach | Eppishausen | Eppstein | Eppstein-Niederjosbach | Erbach | Erbach-Eltville | Erbendorf | Erbes-Büdesheim | Erdeborn | Erdesbach | Erding | Erdmannhausen | Erdorf | Erdweg | Eresing | Erfde | Erftstadt | Erftstadt-Friesheim | Erftstadt-Gymnich | Erftstadt-Köttingen | Erftstadt-Lechenich | Erfurt | Erfurt-Büßleben | Erfweiler | Ergolding | Ergoldsbach | Erharting | Ering | Eriskirch | Erkelenz | Erkenbrechtsweiler | Erkheim | Erklenz | Erkner | Erkrath | Erlabrunn | Erlangen | Erlangen-Tennenlohe | Erlau | Erlbach | Erlenbach | Erlenbach-Streit | Erlenmoos | Erlensee | Erligheim | Erlingen | Ermsleben | Erndtebrück | Ernsgaden | Erolzheim | Erpel | Erpolzheim | Erwitte | Erxleben | Erzhausen | Esch | Esch/Auweiler | Eschach | Eschach-Holzhausen | Eschau | Eschau-Hobbach | Eschborn | Eschdorf | Escheburg | Eschede | Eschelbronn | Eschenbach | Eschenburg | Eschershausen | Eschlkam | Eschneburg | Eschwege | Eschweiler | Eschweiler/Rhld. | Esens | Esgrus | Eslarn | Eslohe | Espelkamp | Espenau | Essel | Esselborn | Essen | Essen-Bredeney | Essen-Rüttenscheid | Essenbach | Essenheim | Essenrode | Essingen | Esslingen | Estedt | Estenfeld | Esterwegen | Estorf | Etschberg | Ettenheim | Ettenheim-Ettenheimweiler | Etting | Ettlingen | Ettringen | Etzbach | Etzelwang | Eulenbis | Eurasburg | Euskirchen | Euskirchen-Stotzheim | Eutin | Eutingen | Eußenheim | Eußerthal | Eversen | Eversmeer | Everswinkel | Evessen | Extertal | Eydelstedt | Eyendorf | Eystrup | Eßweiler | Fahrdorf | Fahren | Fahrenbach | Fahrenzhausen | Faid | Falkenberg | Falkenberg/ | Falkenberg/Elster | Falkenfels | Falkenhain | Falkenrehde | Falkensee | Falkenstein | Falkenstein-Vogtland | Falkenstein/Harz | Falkenstein/Vogtland | Farchant | Fargau | Farnstädt | Farschweiler | Farsleben | Farven | Faulenhorst | Faßberg | Fehmarn | Fehrbellin | Feilitzsch | Feldafing | Feldatal | Feldberg | Feldberg-Falkau | Feldberger | Feldkirchen | Feldkirchen-Westerham | Felixsee | Fellbach | Fellen | Fellheim | Felsberg | Ferchland | Ferdinandshof | Fernwald | Fernwald-Steinbach | Ferschweiler | Feucht | Feuchtwangen | Feusdorf | Fichtelberg | Fichtenau | Fichtenau-Unterdeufstetten | Fichtenberg | Fichtenwalde | Fichtwald | Filderstadt | Filsen | Filsum | Fincken | Finkenbach-Gersweiler | Finne | Finnentrop | Finning | Finsing | Finsterbergen | Finsterwalde | Fintel | Firrel | Fischach | Fischbach | Fischbachau | Fischbachtal | Fischen | Fischerbach | Fischerhude-Quelkhorn | Fischingen | Fitzen | Flacht | Fladungen | Flammersfeld | Flechtingen | Fleckeby | Flein | Flemlingen | Flenbsburg | Flensburg | Flensburg/Krusau | Fleringen | Flessenow | Flieden | Flieth-Stegelitz | Flintbek | Flintsbach | Floh | Floh-Seligenthal | Flomborn | Flonheim | Florstadt | Florstadt-Stammheim | Floss | Floß | Fluorn-Winzeln | Fluterschen | Flußbach | Flöha | Flörsbachtal | Flörsbachtal-Lohrhaupten | Flörsheim | Flörsheim-Dalsheim | Fockbek | Fohren-Linden | Font | Forbach | Forchheim | Forchtenberg | Forheim | Forst | Forst/Lausitz | Forstinning | Fouquettin | Framersheim | Frammersbach | Frankelbach | Frankenau | Frankenbach | Frankenberg | Frankenberg/ | Frankenberg/Eder | Frankenberg/Sa. | Frankenblick | Frankendorf | Frankeneck | Frankenhain | Frankenhardt | Frankenheim | Frankenstein | Frankenthal | Frankenthal-Eppstein | Frankfurt | Frankfurt-Nied | Frankleben | Frankreich-Schoeneck | Frankweiler | Franzburg | Frauenberg | Frauenneuharting | Frauensee | Frauenstein | Frauenwald | Fraureuth | Frechen | Frechen- | Frechen-Königsdorf | Freckenfeld | Freden | Fredenbeck | Fredersdorf | Fredersdorf-Vogelsdorf | Fredesdorf | Frei-Laubersheim | Freiberg | Freiburg | Freiburg-St. | Freidorf | Freienbrink | Freiensteinau | Freienwill | Freigericht | Freihalden | Freihung | Freilassing | Freilingen | Freimersheim | Freinsheim | Freisen | Freising | Freistett | Freital | Freital-Pesterwitz | Frellstedt | Fremdingen | Freren | Fresendorf | Frestedt | Freudenberg | Freudenberg-Rauenberg | Freudenburg | Freudenstadt | Freudental | Freyburg | Freystadt | Freyung | Frickenhausen | Frickenhausen-Linsenhofen | Frickhofen | Frickingen | Fridingen | Fridolfing | Friedberg | Friedeburg | Friedelhausen | Friedelsheim | Friedenweiler | Friedewald | Frieding | Friedland | Friedrichroda | Friedrichsdorf | Friedrichshafen | Friedrichshof | Friedrichshofen | Friedrichsholm | Friedrichskoog | Friedrichskoog-Spitze | Friedrichsruhe | Friedrichstadt | Friedrichsthal | Frielendorf | Friesack | Friesenhagen | Friesenheim | Friesenhofen | Friesoythe | Friolzheim | Frittlingen | Fritzlar | Frohburg | Frohnau | Frohnhofen | Frohnlach | Fronhausen | Frontenhausen | Frose | Frst | Fränkisch-Crumbach | Fröndenberg | Fröndenberg/Ruhr | Fröttstädt | Fuchsstadt | Fuchstal | Fuerstenfeldbruck | Fuhlendorf | Fuhlendorf-Bodstedt | Fulda | Fuldabrück | Fuldatal | Fuldatal-Simmershausen | Furth | Furtwangen | Fußgönheim | Fußgönnheim | Föckelberg | Föhren | Förderstedt | Förste/Ostrode | Fünfseen | Fünfstetten | Fürstenau | Fürstenberg | Fürstenberg-Lichtenfels | Fürstenberg/Havel | Fürstenfeldbruck | Fürstenwalde | Fürstenwalde/Spree | Fürstenwerder | Fürstenzell | Fürstenzell-Engertsham | Fürth | Fürth-Stadeln | Füssen | GM-Hütte | Gaberndorf | Gablenz | Gablingen | Gabsen | Gachenbach | Gackenbach | Gadebusch | Gadeland | Gager | Gaggenau | Gaggenau-Ottenau | Gaiberg | Gaienhofen | Gaildorf | Gailingen | Gaimersheim | Galenbeck | Gallentin | Gallin-Kuppentin | Gallinchen | Gallmersgarten | Galmsbüll | Gammelin | Gammelsdorf | Gammelshausen | Gammertingen | Gammertingen-Neufra | Ganderkesee | Gangelt | Gangelt-Birgden | Gangelt-Schierwaldenrath | Gangkofen | Ganzig | Garbsen | Garbsen-Altgarbsen | Garbsen-Horst | Garbsen-Osterwald | Garching | Gardelegen | Garding | Garlstorf | Garmisch-Partenkirchen | Garrching | Garrel | Garrel-Beverbruch | Gars | Garstedt | Gartow | Garz | Garz/Golm | Gatersleben | Gattendorf | Gau | Gau-Algesheim | Gau-Bickelheim | Gau-Bischofsheim | Gau-Odernheim | Gauern | Gaugrehweiler | Gaukönigshofen | Gauting | Gauting-Stockdorf | Gebehofen | Gebhardshain | Gebroth | Gechingen | Gedern | Geeste | Geesthacht | Geestland | Geestland-Elmlohe | Geestland-Langen | Gefell | Gefrees | Gehlberg | Gehrde | Gehrden | Gehrweiler | Geich | Geichlingen | Geiersthal | Geilenkirchen | Geilenkirchen-Stadt | Geilnau | Geinsheim | Geisa | Geiselbach | Geiselhöring | Geiselwind | Geisenfeld | Geisenhausen | Geisenheim | Geisfeld | Geisig | Geising | Geisingen | Geislingen | Geislingen-Aufhausen | Geislingen-Erlaheim | Geithain | Geithain-Wickershain | Gelbensande | Geldern | Gelhnausen | Gellershausen | Gelnhausen | Gelnhausen-Hailer | Gelnhausen-Höchst | Gelnhausen-Meerholz | Gelsenkirchen | Gelsenkirchen-Buer | Geltendorf | Gelting | Gemeinde | Gemmingen | Gemmingen-Stebbach | Gemmrigheim | Gemünd | Gemünden | Genderkingen | Gengenbach | Genhodder | Gensingen | Genthin | Georgenberg | Georgenthal | Georgsdorf | Georgsmarienhütte | Gera | Gera-Langenberg | Gera-Wolfsgefärth | Geraberg | Gerabronn | Gerach | Gerbach | Gerbershausen | Gerbstedt | Geretsried | Gerichshain | Geringswalde | Gerlingen | Germaringen | Germaringen-Obergermaringen | Germering | Germering/Unterpfaffenhofen | Germersheim | Germersheim-Sondernheim | Gernrode | Gernsbach | Gernsbach-Hilpertsau | Gernsheim | Geroldsgrün | Gerolsbach | Gerolsheim | Gerolstein | Gerolstein-Oos | Gerolzhofen | Gersdorf | Gersfeld | Gersheim | Gerstetten | Gerstetten-Heuchlingen | Gersthofen | Gerstungen | Gerswalde | Gerwisch | Gerzen | Geschendorf | Gescher | Gescher-Hochmoor | Geschwenda | Gesees | Geseke | Geseke-Eringerfeld | Gessertshausen | Gestratz | Gettorf | Gevelsberg | Gevenich | Gevensleben | Geversdorf | Gexberg | Geyer | Gieboldehausen | Giekau | Gielde | Gielert | Gielow | Giengen | Giersleben | Giesen | Gießen | Gießen-Rödgen | Gießübel | Gifhorn | Gifhorn-Wilsche | Gifhorn/Kästorf | Gilching | Gildehaus | Gillenfeld | Gilserberg | Gimbsheim | Gimbweiler | Gingen | Gingst | Ginsheim-Gustavsburg | Ginsweiler | Girkenroth | Gladbach | Gladbeck | Gladbeck-Zweckel | Gladenbach | Glaisin | Glan-Münchweiler | Glandorf | Glasau | Glashuetten | Glashütte | Glashütte-Johnsbach | Glashütte-Niederfrauendorf | Glashütten | Glashütten-Oberems | Glattbach | Glatten | Glauburg | Glauchau | Gleichen | Gleina | Gleisweiler | Gleiszellen-Gleishorbach | Gletzow | Glewitz | Glienicke | Glienicke- | Glienicke-Nordbahn | Glienicke/Nordbahn | Glinde | Glindenberg | Glonn | Glottertal | Glowe | Glücksburg | Glückstadt | Gmund | Gnarrenburg | Gnissau | Gnoien | Gnutz | Goch | Goch-Hassum | Gochsheim | Godelhausen | Goe. | Gohrisch | Gokels | Golchen | Goldbach | Goldbeck | Goldberg | Goldelund | Goldenstedt | Goldkronach | Gollenberg | Gollmenz | Goltoft | Golzow | Golßen | Gomadingen-Wasserstetten | Gomaringen | Gommern | Gommersheim | Gonbach | Gondelsheim | Gondenbrett | Gondershausen | Gonna | Gonzerath | Goosefeld | Gorden-Staupitz | Gorleben | Gornau | Gornsdorf | Gorsleben | Gortz | Gorxheimertal | Gosda | Gose | Gosheim | Goslar | Goslar-Immenrode | Goslar-Jerstedt | Goslar-Oker | Goslar-Wiedelah | Goslar/Lengde | Gossersweiler-Stein | Gotha | Gottenheim | Gottesgabe | Gotteszell | Gotthun | Gottmadingen | Gottmadingen-BIETINGEN | Graal-Müritz | Grabau | Graben | Graben-Neudorf | Grabenstetten | Grabow | Grabowhöfe | Grafenau | Grafenberg | Grafengehaig | Grafenhausen | Grafenrheinfeld | Grafhorst | Grafing | Grafling | Grafrath | Grafschaft | Grainau | Grambow | Grammelow | Grammentin | Grammetal | Gramzow | Grande | Gransebieth | Gransee | Granzin | Grapzow | Grasberg | Grasbrunn | Grasellenbach | Grasellenbach-Hammelbach | Grasellenbach-Wahlen | Grasleben | Grassau | Grauel | Grauting | Grebenau | Grebenhain | Grebenstein | Grebin | Greding | Grefrath | Grefrath-Oedt | Greifenberg | Greifenstein | Greifenstein-Ulm | Greifswald | Greimerath | Greimersburg | Greiz | Gremersdorf | Grenderich | Grenzach- | Grenzach-Wyhlen | Gresse | Grettstadt | Greven | Grevenbroich | Grevenbroich-Gustorf | Grevenbroich-Hemmerden | Grevenkop | Grevesmühlen | Grevesmühlen/Büttlingen | Gribbohm | Grieben | Griebenow | Gries | Griesheim | Griesingen | Griesstätt | Grimburg | Grimma | Grimmen | Grobengereuth | Groitzsch | Gronau | Gronau-Epe | Grossefehn | Grosselfingen | Grossenstein | Grossinzemoos | Grosslittgen | Groß | Groß-Bieberau | Groß-Gerau | Groß-Gerau/ | Groß-Gerau/Berkach | Groß-Rohrheim | Groß-Umstadt | Groß-Zimmern | GroßRosenburg | Großaitingen | Großalmerode | Großbadegast | Großbartloff | Großbeeren | Großbettlingen | Großbothen | Großbottwar | Großbreitenbach | Großbundenbach | Großderschau | Großdubrau | Großdöbschütz | Großefehn | Großenaspe | Großenbrode | Großeneder | Großenehrich | Großengottern | Großenhain | Großenhof | Großenkneten | Großenlüder | Großenlüder-Bimbach | Großenrade | Großensee | Großenstein | Großenwiehe | Großerlach | Großerlach-Liemersbach | Großerlach-Schönbronn | Großhabersdorf | Großhansdorf | Großharrie | Großharthau | Großharthau-Seeligstadt | Großheide | Großheirath | Großhennersdorf | Großheubach | Großholbach | Großkarlbach | Großkayna | Großkoschen | Großkrotzenburg | Großkugel | Großkühnau | Großlittgen | Großlohra | Großmaischeid | Großmehring | Großmühlingen | Großnaundorf | Großneuhausen | Großniedesheim | Großolbersdorf | Großostheim | Großostheim-OT | Großostheim-Wenigumstadt | Großpaschleben | Großpostwitz | Großpösna | Großpösna-Güldengossa | Großrosseln | Großrosseln-Emmersweiler | Großrosseln-St. | Großräschen | Großröhrsdorf | Großrössen | Großschirma | Großschwabhausen | Großschweidnitz | Großschönau | Großsolt | Großsteinberg | Großthiemig | Großtreben | Großvargula | Großwallstadt | Großweil | Großwoltersdorf | Großzschocher | Großzössen | Grub | Grube | Grubnow | Gruibingen | Grumbach | Grundhof | Grundshagen | Gräfelfing | Gräfenberg | Gräfendorf | Gräfenhain | Gräfenhainichen | Gräfenhausen(Birkenfeld) | Gräfenthal | Gräfentonna | Grävenwiesbach | Grävenwiesbach-Heinzenberg | Gröbenzell | Gröden | Gröditz | Grömbach | Grömitz | Gröningen | Grönwohld | Grüna | Grünbach | Grünberg | Gründau | Grünebach | Grüneberg | Grünenbach | Grünewald | Grünhain-Beierfeld | Grünhainichen | Grünheide | Grünkraut | Grünow | Grünsfeld | Grünstadt | Grünstadt-Sausenheim | Grünthal | Grünwald | Gschwend | Gschwend-Mittelbronn | Gstadt | Guben | Gudendorf | Gudensberg | Gudow | Guldental | Gummersbach | Gummersbach-Derschlag | Gumperda | Gumtow | Gundelfingen | Gundelsheim | Gundersweiler | Gunningen | Guntersblum | Gunzenhausen | Gusborn | Gusow-Platkow | Gustow | Gutenacker | Gutenberg | Gutengermendorf | Gutenzell | Gutenzell-Hürbel | Gutmadingen | Guttenberg | Gutweiler | Guxhagen | Gyhum | Gädheim | Gägelow | Gärtringen | Gäufelden | Göda | Göggingen | Göhrde-Schmardau | Göhren | Göhren-Lebbin | Göllheim | Göllin | Gönnersdorf | Gönnheim | Göpfersdorf | Göppingen | Görgeshausen | Görisried | Görkwitz | Görlitz | Görlitz/ | Görsbach | Görwihl | Görzke | Gösenroth | Gössnitz | Göttelborn | Göttingen | Gößnitz | Gößweinstein | Güglingen | Güglingen-Eibensbach | Güllesheim | Gülze | Gülzow | Gülzow-Prützen | Gülzow-Prüzen | Günstedt | Güntersen | Güntersleben | Günthersbühl | Günz | Günzburg | Güsen | Güssefeld | Güsten | Güster | Güstrow | Gütenbach | Gütersloh | Gützkow | HAMBURG | HERNE-SODINGEN | HEUSWEILER | Haag | Haag/Amper | Haan | Haan-West | Haar | Haarbach | Habenhausen | Habichtswald | Hachenburg | Hackenheim | Hadamar | Hademstorf | Haferungen | Hage | Hagen | Hagen-Dahl | Hagen/Lohme | Hagenbach | Hagenburg | Hagenbüchach | Hagenheim | Hagenow | Hagermarsch | Hagnau | Hahausen | Hahn | Hahnenklee-Bockswiese | Hahnheim | Hahnstätten | Hahnweiler | Haibach | Haidmühle | Haiger | Haiger-Flammersbach | Haiger-Langenaubach | Haigerloch | Haigerloch-Trillfingen | Haigerloch-Weildorf | Haimendorf | Haimhausen | Haimhausen-Oberndorf | Haiming | Haina | Hainau | Hainburg | Hainewalde | Hainfeld | Hainichen | Hainsfarth | Haiterbach | Haiterbach-Oberschwandorf | Hakenstedt | Halbe | Halbemond | Halberstadt | Halblech | Haldensleben | Haldenwang | Halen | Halenbeck-Rohlsdorf | Halfing | Hallbergmoos | Halle | Halle-Blumenau | Halle-Dautzsch | Halle-Dölau | Halle-Frohe | Halle-Hunzen | Halle-Reideburg | Halle/S. | Halle/West. | Hallenberg | Hallerndorf | Hallig | Hallstadt | Halsbrücke | Halstenbek | Haltern | Haltingen | Halver | Hambach | Hambergen | Hambrücken | Hamburg | Hamburg-Bergedorf | Hamburg-Bergstedt | Hamburg-Duvenstedt | Hamburg-Heimfeld | Hamburg-Iserbrook | Hamburg-Klein | Hamburg-Marienthal | Hamburg-Marmstorf | Hamburg-Niendorf | Hamburg-Poppenbüttel | Hamburg-Rahlstedt | Hamburg-Schnelsen | Hamburg-Stellingen | Hamburg-Wilstorf | Hamburg/Nienstedten | Hambühren | Hamdorf | Hamel | Hameln | Hameln-Halvestorf | Hameon | Hamfelde | Hamlen | Hamm | Hammah | Hammelbach | Hammelburg | Hammelburg-Untererthal | Hammelburg-Westheim | Hammerbrücke | Hammersbach | Hamminkeln | Hamminkeln-Brünen | Hamweddel | Hanau | Hanau-Grossauheim | Hanau-Steinheim | Handeloh | Handewitt | Hanerau | Hanerau-Hademarschen | Hangeweiher | Hanhofen | Hankensbüttel | Hann. | Hann.-Münden | Hannover | Hannover-Bothfeld | Hannover-Mühlenberg | Hannover-Oststadt | Hannover-Waldhausen | Hannover-Wettbergen | Hannoversch | Hanroth | Hansestadt | Hanshagen | Hanstedt | Hanstorf | Happurg | Harburg | Hardebek | Hardegsen | Hardthausen | Haren | Hargesheim | Harmsdorf | Harmstorf | Harpstedt | Harra | Harras | Harrislee | Harschbach | Harsefeld | Harsewinkel | Harsleben | Harsum | Hartau | Hartenfels | Hartenholm | Hartenstein | Hartha | Harthausen | Hartheim | Hartkirchen | Hartmannsdorf-Reichenau | Harxbüttel | Harxheim | Harz | Harzgerode | Harzgerode/ | Harztor | Hasbergen | Hasborn | Hasel | Haselau | Haselbach | Haselbachtal | Haseldorf | Haselünne | Haselünne-Bückelte | Hasenkrug | Hasenmoor | Haslach | Hasloh | Hassel | Hasselberg | Hasselfelde | Hasselroth | Hassendorf | Haste | Hastenrath | Hatten | Hatten-Sandkrug | Hattenhofen | Hattersheim | Hattersheim-Eddersheim | Hattersheim-Okriftel | Hattert | Hattingen | Hattorf | Hattstedt | Hattstedtermarsch | Hatzenbühl | Hatzenport | Hatzfeld | Hatzfeld- | Hatzum | Hauenstein | Haundorf | Hauneck | Haunetal | Haunstetten | Hauptstuhl | Hausach | Hausbay | Hausen | Hausham | Hauteroda | Hauzenberg | Havelberg | Havelsee | Haverlah | Havetoft | Havetoftloit | Havixbeck | Hayingen | Hayingen-Münzdorf | Haßbergen | Haßfurt | Haßloch | Haßmersheim | Hebertshausen | Hechingen | Hechingen-Sickingen | Hechingen-Weilheim | Hechthausen | Hecklingen | Heddert | Heddesbach | Heddesheim | Hedeper | Heede | Heek | Heemsen | Heere | Heeslingen | Heeslingen-Boitzen | Heeßen | Hefersweiler | Hehlen | Heide | Heideck | Heidekamp | Heidelberg | Heidelberg-Ziegelhausen | Heidelberg/Schlierbach | Heidelshem | Heiden | Heidenau | Heidenburg | Heidenheim | Heidenhem | Heidenrod | Heidenrod-Huppert | Heidenrod-Watzelhain | Heidesee | Heidesheim | Heidesheim/Obrigheim | Heidgraben | Heidmühlen | Heigenbrücken | Heikendorf | Heilberscheid | Heilbronn | Heilbronn-Biberach | Heilenbach | Heiligenberg | Heiligendorf | Heiligengrabe | Heiligenhafen | Heiligenhagen | Heiligenhaus | Heiligensee | Heiligenstadt | Heiligenstedten | Heiligenstedtenerkamp | Heiligkreuzsteinach | Heilsbronn | Heimbach | Heimbach-Hausen | Heimbach-Vlatten | Heimbach-Zentralort | Heimbuchenthal | Heimburg | Heimenkirch | Heimertingen | Heimsheim | Heimweiler | Heinade | Heinbockel | Heinersreuth | Heiningen | Heinrichsort | Heinrichswalde | Heinsberg | Heinsberg-Aphoven | Heinsberg-Dremmen | Heinsberg-Kempen | Heinsberg-Oberbruch | Heinsberg-Unterbruch | Heinsberg-Waldenrath | Heinzenberg | Heinzenhausen | Heist | Heitersheim | Helbedündorf | Helbra | Heldburg | Heldenstein | Heldrungen | Helferskirchen | Helgoland | Hellenhahn-Schellenberg | Hellenthal | Hellenthal-Miescheid | Hellertshausen | Hellingen | Hellwege | Helmbrechts | Helmstadt-Bargen | Helmstedt | Helsa | Helsa-Eschenstruth | Heltersberg | Helvesiek | Hemau | Hemer | Hemeringen | Hemhofen | Hemmendorf | Hemmenhofen | Hemmersheim | Hemmingen | Hemmingen-Arnum | Hemmingen-Westerfeld | Hemmingstedt | Hemmoor | Hemsbach | Hemsbünde | Hemslingen | Henau | Henfenfeld | Hengersberg | Henneberg | Hennef | Hennef-Heisterschoß | Hennef-Kurscheid | Hennef-Uckerath | Hennigsdorf | Hennstedt | Hennweiler | Henstedt | Henstedt-Ulzburg | Hentern | Hepberg | Heppenheim | Hepstedt | Herbertingen | Herbitzheim | Herbolzheim | Herborn | Herborn-Seelbach | Herbrechtingen | Herbrechtingen-Bolheim | Herbstein | Herdecke | Herdorf | Herdwangen-Schönach | Herford | Herforst | Hergershausen | Hergisdorf | Heringen | Heringhausen | Heringsdorf | Herl | Herleshausen | Hermannsburg | Hermersberg | Hermeskeil | Hermsdorf | Hermsdorf-Seyde | Herne | Herne-Wanne | Herold | Heroldsbach | Heroldsberg | Heroldstatt | Heroldstatt-Ennabeuren | Herren-Sulzbach | Herrenberg | Herrieden | Herrischried | Herrnburg | Herrngiersdorf | Herrnhut | Herrsching | Hersbruck | Herschbach | Herschberg | Herschbroich | Herschdorf | Herscheid | Herschweiler-Pettersheim | Hersruck | Herten | Herxheim | Herxheim-Hayna | Herxheimweyher | Herzberg | Herzberg/Elster | Herzebrock | Herzebrock-Clarholz | Herzfelde | Herzhorn | Herzlake | Herzogenaurach | Herzogenrath | Herzogenrath-Kohlscheid | Herzogentum | Hesel | Hespe | Hespert-Reichshof | Hessen | Hesseneck | Hessheim | Hessisch | Hestedt | Hetlingen | Hettenleidelheim | Hettenshausen | Hettersheim | Hettingen | Hettstedt | Heubach | Heuchelheim | Heuchelheim-Klingen | Heuchlingen | Heuderber | Heuerßen | Heukewalde | Heumaden | Heusenstamm | Heusweiler | Heyerode | Heyrothsberge | Heßheim | Hiddenhausen | Hiddensee | Hilchenbacg | Hilchenbach | Hildburghausen | Hilden | Hilders | Hildesheim | Hildesheim-Moritzberg | Hildesheim-Neuhof | Hildesheim-Ochtersum | Hildesheim-West | Hilgermissen | Hilgert | Hilgertshausen | Hilgesdorf | Hille | Hillensberg | Hillerse | Hillersleben | Hillesheim | Hillscheid | Hilpoltstein | Hilst | Hilter | Hilzingen | Himbergen | Himmelkron | Himmelpforten | Himmighofen | Hindorf | Hinsdorf | Hinte | Hinterhermsdorf | Hintermeilingen | Hinterschmiding | Hintersee | Hinterweidenthal | Hinterzarten | Hinzert-Pölert | Hinzweiler | Hirrlingen | Hirschaid | Hirschau | Hirschbach | Hirschberg | Hirschfeld | Hirschfelde | Hirschhorn | Hirschthal | Hirten | Hirzenhain | Hittbergen | Hitzacker | Hitzhofen | Hobeck | Hochborn | Hochdonn | Hochdorf | Hochdorf-Assenheim | Hochheim | Hochheim-Massenheim | Hochkirch | Hochscheid | Hochspeyer | Hochstadt | Hochstetten-Dhaun | Hochstätten | Hochtaunuskreis | Hockenheim | Hockweiler | Hodenhagen | Hodorf | Hof | Hofbieber | Hofen | Hoffeld | Hofgeismar | Hofheim | Hofheim-Diedenbergen | Hofkirchen | Hohberg | Hohe | Hohen | Hohenahr | Hohenahr-Erda | Hohenaspe | Hohenau | Hohenberg | Hohenbocka | Hohenbollentin | Hohenbrunn | Hohenbrunn-Riemerling | Hohendodeleben | Hohendorf | Hohendubrau | Hohenfelde | Hohenfels | Hohenfels-Esingen | Hohenfels-Essingen | Hohenfinow | Hohenfurch | Hohenhameln | Hohenhenningen | Hohenkirchen | Hohenleuben | Hohenlinden | Hohenlockstedt | Hohenmocker | Hohenmölsen | Hohenpeißenberg | Hohenprießnitz | Hohenroda | Hohenroth | Hohensaaten | Hohenselchow | Hohenstadt | Hohenstein | Hohenstein- | Hohenstein-Ernstthal | Hohenstein-Meidelstetten | Hohentengen | Hohentengen-Günzkofen | Hohenthann | Hohenwart | Hohenwestedt | Hohenwutzen | Hohenöllen | Hohewisch | Hohn | Hohndorf | Hohne | Hohnstein | Hohnstorf | Hohwacht | Hoisdorf | Hoitlingen | Holdenstedt | Holdorf | Holenberg | Holle | Holle-Sottrum | Holleben | Hollenbek | Hollendorf | Hollenstedt | Holler | Hollern-Twielenfleth | Hollfeld | Hollingstedt | Hollnseth | Hollstadt | Holste | Holsthum | Holt | Holtgast | Holtland | Holtsee | Holungen | Holzappel | Holzbach | Holzdorf | Holzen | Holzerode | Holzgerlingen | Holzgünz | Holzhausen | Holzheim | Holzkirch | Holzkirchen | Holzmaden | Holzminden | Holzwickede | Homberg | Homburg | Homburg-Einöd | Homburg-Kirrberg | Honburg | Honzrath | Hoof | Hoogstede | Hoort | Hopfen | Hoppegarten | Hoppstädten | Hoppstädten-Weiersba | Hoppstädten-Weiersbach | Hopsten | Horath | Horb | Horb-Altheim | Horb-Isenburg | Horb-Mühlen | Horb-Neckar | Horb-Nordstetten | Horbach | Horgau | Horgenzell | Horhausen | Horka | Horn- | Horn-Bad | Hornbach | Hornbek | Hornberg | Hornburg | Horneburg | Hornhausen | Hornow | Horrweiler | Horst | Horstedt | Horstmar | Hosena | Hosenfeld | Hoya | Hoyerswerda | Hoym | Hoßkirch | Huchenfeld | Huckstorf | Hude | Huglfing | Huisheim | Hummelshain | Hummeltal | Hummetroth | Humptrup | Hundorf | Hundsbach | Hungen | Hupperath | Hurlach | Hurth | Husby | Husum | Hutthurm | Hutzfeld | Huy | Häg-Ehrsberg | Hägerfelde | Hähnichen | Härtensdorf | Häsen | Höbeck | Höchen | Höchenschwand | Höchheim | Höchst | Höchstadt | Höchstenbach | Höchstädt | Höckel | Höckendorf | Höfchen | Höfen | Höfer | Högel | Högersdorf | Höhbeck | Höheinöd | Höheischweiler | Höhenkirchen-Siegertsbrunn | Höhenland | Höhn | Höhndorf | Höhr | Höhr-Grenzhausen | Höltinghausen | Hönningen | Hönow | Höpfigheim | Höpfingen | Hörden | Hördt | Hörgertshausen | Hörnum | Hörselberg-Hainich | Hörsingen | Hörstel | Hörstel-Bevergern | Hörstel-Riesenbeck | Hörup | Hörzhausen | Hösbach | Höslwang | Hövelhof | Höxter | Höxter-Albaxen | Höxter-Fürstenau | Hübingen | Hückelhoven | Hückelhoven-Baal | Hückelhoven-Brachelen | Hückelhoven-Doveren | Hückelhoven-Kleingladbach | Hückelhoven-Ratheim | Hückeswagen | Hüde | Hüffelsheim | Hüffenhardt | Hüffler | Hüfingen | Hühnstetten-Limbach | Hülben | Hüllerup | Hüllhorst | Hülsede | Hümmerich | Hünfeld | Hünfelden | Hünfelden-Kirberg | Hünfelden-Mensfelden | Hünfelden-Ohren | Hünstetten | Hünstetten-Görsroth | Hünstetten-Wallrabenstein | Hünxe | Hüpstedt | Hürtgenwald | Hürtgenwald-Gey | Hürtgenwald-Vossenack | Hürth | Hürth-Berrenrath | Hürup | Hütschenhausen | Hüttblek | Hüttenberg | Hüttenberg-Reiskirchen | Hüttenfeld | Hüttenrode | Hütterscheid | Hüttisheim | Hüttlingen | Ibach | Ibbenbüren | Ichenhausen | Icking | Idar-Oberstein | Idstein | Idstein-Eschenhahn | Iffeldorf | Iffezheim | Ifta | Igensdorf | Igersheim | Iggingen | Igling | Ihlienworth | Ihlow | Ihlowerfehn | Ihrlerstein | Ilberstedt | Ilbesheim | Ilfeld | Illerich | Illertissen | Illingen | Illschwang | Ilmenau | Ilmenau-Manebach | Ilmenau/Manebach | Ilmmünster | Ilmtal | Ilmtal-Weinstraße | Ilmünster | Ilsede | Ilsede- | Ilsede-OT | Ilsede-Oberg | Ilsede-Ölsburg | Ilsenburg | Ilsfeld | Ilshofen | Ilvesheim | Immendingen | Immenhausen | Immenstadt | Immerath | Impfingen | Imsweiler | Inchenhofen | Inden | Industristr | Ingelfingen | Ingelheim | Ingendorf | Ingersheim | Ingersleben | Ingolstadt | Ingolstadt-Gerolfing | Ingolstadt-Unterbrunnenreuth | Innernzell | Innernzell-Hilgenreith | Inning | Inningen | Insel | Insheim | Inzell | Inzigkofen | Inzigkofen-Vilsingen | Iphofen | Irmtraut | Irrel | Irsch | Isen | Isenburg | Isenbüttel | Iserlohn | Iserlohn-Hennen | Isernhagen | Ismaning | Isny | Isny/Allg. | Ispringen | Isselbach | Isselburg | Isselburg-Anholt | Isselburg-Werth | Issigau | Issum | Isterberg | Itterbeck | Ittlingen | Itzehoe | Itzgrund | Itzstedt | Iven | Ivenack | Ivenack-Weitendorf | Ivenrode | Jade | Jade-Sehestedt | Jagel | Jagsthausen | Jagstzell | Jahnsdorf | Jahnsdorf/Erzgebirge | Jandelsbrunn | Jardelund | Jarmen | Jatznick | Jeckenbach | Jembke | Jemgum | Jena | Jengen | Jerichow | Jerichow-Brettin | Jersbek | Jersleben | Jerxheim | Jesberg | Jesenwang-Pfaffenhofen | Jesewitz | Jessen | Jessewitz | Jessin | Jesteburg | Jestetten | Jettenbach | Jettingen | Jettingen-Scheppach | Jetzendorf | Jevenstedt | Jever | Jeßnigk | Jeßnitz | Joachimsthal | Jockgrim | Johannesberg | Johanngeorgenstadt | Johanniskirchen | Johnsbach | Jonsdorf | Jork | Jossgrund | Juist | Julbach | Juliusburg | Jungingen | Jävenitz | Jördenstorf | Jörl | Jübar | Jübek | Jüchen | Jüchen-Garzweiler | Jüchen-Gierath | Jüchen/ | Jückelberg | Jülich | Jülich-Güsten | Jülich-Koslar | Jünkerath | Jürgenshagen | Jürgenstorf | Jüterbog | Jütrichau | KAARST | KAISERSESCH | KAISERSESCH/NÄHE | KEMBERG | KETTERSHAUSEN | KL-Siegelbach | Kaaks | Kaarst | Kaarst-Büttgen | Kabelsketal | Kadenbach | Kahl | Kahla | Kahrstedt | Kaiser-Wilhelm-Koog | Kaiserlautern | Kaiserlsautern | Kaisersesch | Kaiserslautern | Kaisheim | Kakau | Kakerbeck | Kaköhl | Kalbe | Kalbsrieth | Kalchreuth | Kalefeld | Kalenborn | Kalkar | Kalkar-Appeldorn | Kalkhorst | Kalkofen | Kall | Kall-Anstois | Kall-Golbach | Kalletal | Kalletal-Tevenhausen | Kallmünz | Kalt | Kaltenkirchen | Kaltenlengsfeld | Kaltennordheim | Kaltensundheim | Kaltenwestheim | Kamen | Kamen-Methler | Kamen-Mitte | Kamenz | Kamern | Kamin | Kammeltal | Kammerforst | Kammerstein | Kamminke | Kamp-Bornhofen | Kamp-Lintfort | Kampen | Kamsdorf | Kandel | Kandel-Minderslachen | Kandern | Kannawurf | Kanp-Lintfort | Kappel-Grafenhausen | Kappeln | Kappelrodeck | Kapsweyer | Karbach | Karben | Karby | Kareth | Karlsbad | Karlsbad-Ittersbach | Karlsbad-Langensteinbach | Karlsdorf | Karlsfeld | Karlshagen | Karlshausen | Karlshuld | Karlskron | Karlsruhe | Karlsruhe-Grötzingen | Karlstadt-Gambach | Karlstein | Karlum | Karow | Karrenzin | Karsbach | Karslruhe | Karstädt | Karwitz | Kasbach-Ohlenberg | Kasel | Kassel | Kassel-Forstfeld | Kastel | Kastel-Staadt | Kastellaun | Kastl | Kastorf | Katlenburg-Lindau | Kattenhorn | Katzenelnbogen | Katzow | Katzweiler | Katzwinkel | Kaub | Kaufbeuren | Kaufering | Kaufungen | Kaulsdorf | Kauxdorf | Kayhude | Kehl | Kehl-Goldscheuer | Kehnert | Keitum | Kelberg | Kelbra | Kelheim | Kelkheim | Kelkheim-Fischbach | Kell | Kellenbach | Kellenhusen | Kellinghusen | Kellmünz | Kelsterbach | Keltern | Kemberg | Kemmern | Kemnath | Kemnath-Zwergau | Kempen | Kempen-St. | Kempenich | Kempten | Kempten-Allgäu | Kentzlin | Kenz | Kenzingen | Kerken | Kerken-Nieukerk | Kernen | Kerpe-Blatzheim | Kerpen | Kerpen-Blatzheim | Kersbach | Kerzenheim | Kesselsdorf | Kessin | Kestert | Ketsch | Kettenheim | Kettenkamp | Kettershausen | Kettig | Ketzin | Kevelaer | Kevelaer-Winnekendonk | Kicklingen | Kiedrich | Kieferselden | Kiefersfelden | Kiel | Kienberg | Kieritzsch | Kierspe | Kindelbrück | Kindenheim | Kinderbeuern | Kindsbach | Kinheim | Kipfenberg | Kippenheim | Kirburg | Kirch | Kirchardt | Kirchberg | Kirchbrack | Kirchdorf | Kirchehrenbach | Kirchen | Kirchenlamitz | Kirchenpingarten | Kirchentellinsfurt | Kirchenthumbach | Kirchgellersen | Kirchhain | Kirchhain-Kleinseelheim | Kirchham | Kirchhausen | Kirchheim | Kirchheim-Hasberg | Kirchheim/Neckar | Kirchheimbolanden | Kirchhundem | Kirchlengern | Kirchlinteln | Kirchschönbach | Kirchseelte | Kirchseeon | Kirchspiel | Kirchtimke | Kirchwald | Kirchzarten | Kirchzell | Kirf | Kirkel | Kirkel-Altstadt | Kirkel-Limbach | Kirn | Kirrweiler | Kirschfurt | Kirschroth | Kirschweiler | Kirtorf | Kisdorf | Kisselbach | Kissenbrück | Kissing | Kittlitz | Kitzingen | Kitzscher | Kißlegg | Kl. | Kladow | Klamp | Klanxbüll | Klausdorf | Klausen | Kleeth | Kleetzke | Klein | Klein-Gerau | Kleinaitingen | Kleinblittersdorf | Kleinblittersdorf-Auersmacher | Kleinblittersdorf-Bliesransbach | Kleinbottwor | Kleinbreitenbach | Kleinburgwedel | Kleindemsin | Kleines | Kleinfurra | Kleinglattbach | Kleinheubach | Kleinich | Kleinkmehlen | Kleinlangheim | Kleinleipisch | Kleinliebringen | Kleinmachnow | Kleinmaischeid | Kleinmühlingen | Kleinopitz | Kleinostheim | Kleinsteinhausen | Kleinwallstadt | Kleinwolmsdorf | Kleinzschachwitz | Klettgau | Klettwitz | Kletzin | Kleve | Kleve-Donsbrüggen | Kleve-Keeken | Kleve-Materborn | Klingenberg | Klingenberg- | Klingenbrunn | Klingenmünster | Klingenthal | Klinken | Klipphausen | Klockenhagen | Kloschwitz | Kloster | Klosterfelde | Klosterlechfeld | Klostermansfeld | Kluis | Kluse | Kläden | Klötze | Klötze-Kusey | Klüden | Klüsserath | Klütz | Kneitlingen | Knittlingen | Knoop-Labach | Knopp | Knopp-Labach | Knorrendorf | Knöringen | Knüllwald | Kobern-Gondorf | Koblenz | Kobrow | Kochel | Kodersdorf | Kohlberg | Kohlscheid | Kohren-Sahlis | Kolbermoor | Koldenbüttel | Kolkwitz | Kollig | Kollmar | Kollow | Komptendorf | Konken | Konradsreuth | Konstanz | Konz | Konz-Könen | Konzell | Kopp | Koppatz | Korbach | Korlingen | Kornelimünster | Korntal-Münchingen | Kornwestheim | Korschenbroich | Korswandt | Kosel | Koserow | Kossa | Kossau | Kottenheim | Kottmar | Kottmarsdorf | Kottweiler-Schwanden | Koßdorf | Krackow | Kraftisried | Kraftsdorf | Kraiburg | Kraichtal | Kraichtal-Münzesheim | Krailling | Krakow | Kranenburg | Kranenburg-Frasselt | Kranenburg-Mehr | Kranenburg-Niel | Kranenburg-Nütterden | Kranenburg-Schottheide | Kranenburg-Wyler | Kranenburg-Zyfflich | Kranichfeld | Kranzberg | Krastel | Kratzeburg | Krauchenwies | Krauschwitz | Krausnick | Krautheim | Krayenberggemeinde/Dorndorf | Krebeck | Krefeld | Krefeld-Bockum | Krefeld-Hüls | Krefeld-Inrath | Krefeld-Oppum | Krefeld-Traar | Krefeld-Verberg | Kreiensen | Kreimbach-Kaulbach | Kreis | Kreischa | Kreischa-Gombsen | Krembz | Kremkau | Kremmen | Kremnitzaue | Krempdorf | Krempe | Kremperheide | Krems | Kressbronn | Krettnich | Kreuth | Kreuth-Oberhof | Kreuth-Scharling | Kreuzau | Kreuzfeld | Kreuztal | Kreuzwertheim | Krickenbach | Kriebitzsch | Kriebstein | Kriegsfeld | Krien | Kriftel | Krippehna | Kritzmow | Kritzow | Krombach | Kronach | Kronau | Kronberg | Kronberg-OT | Kronburg | Kronprinzenkoog | Kronsgaard | Kronshagen | Kropp | Kroppach | Kroppenstedt | Krostitz | Krostitz-Krensitz | Krottelbach | Kruckow | Kruft | Kruge | Krumbach | Krumbach-Edenhausen | Krumbach-Niederraunau | Krumhermersdorf | Krummendeich | Krummesse | Krummhörn | Krummhörn-Pewsum | Krummhörn/Loquard | Krummin | Krummwisch | Krumpa | Krumstedt | Krähenberg | Kröpelin | Kröppelshagen | Kröslin | Kröv | Kröv-Kövenig | Kublank | Kubschütz | Kuchelmiß | Kuchen | Kuddewörde | Kuden | Kuhardt | Kuhfelde | Kuhlen | Kuhlhausen | Kuhsdorf | Kukuk | Kulmain | Kulmbach | Kumhausen | Kummer | Kummerfeld | Kupferberg | Kupferzell | Kuppenheim | Kuppingen | Kurort | Kusel | Kusey | Kusterdingen | Kutenholz | Kutzenhausen-Agawang | Kyffhäuserland | Kyllburg | Kyritz | Käbschütztal | Kägsdorf | Käshofen | Köditz | Ködnitz | Köfering | Köhlen | Köhn | Köhra | Kölleda | Kölln-Reisiek | Köln | Köln-Altstadt-Nord | Köln-Höhenhaus | Köln-Innenstadt | Köln-Junkersdorf | Köln-Lindenthal | Köln-Lövenich | Köln-Rath/Heumar | Köln-Weiß | Köln-Zündorf | Kölpinsee | Köngen | Köngernheim | Köngiswinter | Königheim | Königlutter | Königs | Königs-Wusterhausen | Königsbach | Königsbach-Stein | Königsberg | Königsbronn | Königsbronn-Zang | Königsbrunn | Königsbrück | Königsdorf | Königsee | Königsee-Rottenbach | Königsfeld | Königshain | Königshain-Wiederau | Königshein-Wiederau | Königshorst | Königshütte | Königslutter | Königsmoos | Königsmoos-Untermaxfeld | Königstein | Königstein-Mammolshain | Königswalde | Königswinter | Königswinter-Ittenbach | Könnern | Körchow | Körle | Kösching | Köthen | Kötterichen | Kötz | Kößlarn | Kühbach | Kühlenhagen | Kühlungsborn | Kühsen | Külsheim | Külsheim-Uissigheim | Kümbdchen | Kümmersbruck | Künzell | Künzell-Pilgerzell | Künzelsau | Künzelsu | Küps | Kürnach | Kürnbach | Kürten | Kürten-Eichhof | Küsel | Küssaberg | Küsten | Küsten-OT | Küstriner | LINSENGERICHT | Laage | Laar | Laatzen | Laatzen-Rethen | Laberweinting | Laboe | Lachen | Lachen-Speyerdorf | Lachendorf | Ladbergen | Ladelund | Ladenburg | Laer | Laeven | Laffeld | Lage | Lahn | Lahn- | Lahn-Dill-Kreis | Lahnau | Lahnstein | Lahntal | Lahntal-Caldern | Lahr | Lahr-Langenwinkel | Lahr-Sulz | Lahr/Schwarzwald | Lahr/Schwarzwald-Lahr | Lahstedt | Laichingen | Laichingen-Feldstetten | Laichingen-Suppingen | Laiz | Lalendorf | Lalling | Lam | Lambertsberg | Lambrecht | Lambsborn | Lambsheim | Lamerdingen | Lampertheim | Lampertheim-Hofheim | Lampertheim-Rosengarten | Lampertswalde | Lampringe | Lamspringe | Lamstedt | Lancken | Lancken-Dranske | Lancken-Granitz | Landau | Landau-Dammheim | Landesbergen | Landolfshausen | Landsberg | Landsberg-Gollma | Landscheid | Landshut | Landshut-Auloh | Landshut/Achdorf | Landstuhl | Landsweiler-Reden | Landwehr | Langballig | Langballigau | Langburkersdorf | Langdorf | Langeln | Langelsheim | Langelsheim-Lautenthal | Langen | Langenargen | Langenau | Langenaundorf | Langenbach | Langenberg | Langenbrettach | Langenburg | Langendamm | Langendembach | Langendernbach | Langendorf | Langendorf-OT | Langeneichstädt | Langenenslingen | Langenenslingen-Billafingen | Langenfeld | Langenhagen | Langenhahn | Langenhanshagen | Langenhorn | Langenleuba-Niederhain | Langenlonsheim | Langenpreising | Langenscheid | Langenselbold | Langensendelbach | Langenstein | Langenweißbach | Langenwetzendorf | Langenzenn | Langerringen | Langerwehe | Langfurth | Langgöns | Langhagen | Langlingen | Langquaid | Langscheid | Langstedt | Langsur | Langsur-Wasserbilligerbrück | Langula | Langwedel | Langwedel-Etelsen | Langweid | Lanke | Lanz | Lappersdorf | Lasbek | Lassan | Lassentin | Lastrup | Latdorf | Latendorf | Lathen | Laubach | Lauben | Lauben-Frickenhausen | Laubenheim | Laubusch | Laucha | Lauchhammer | Lauchheim | Lauchringen | Lauda- | Lauda-Königshofen | Lauda-Königshofen-Unterbalbach | Laudenbach | Lauenau | Lauenburg | Lauenburg/Elbe | Lauenhagen | Lauenstein | Lauf | Laufach | Laufen | Laufenburg | Laufenburg-Stadenhausen | Laufersweiler | Lauffen | Lauingen | Laumersheim | Laupheim | Laupheim-Bihlafingen | Laupheim-Obersulmetingen | Lauscha | Lauta | Lauter | Lauter-Bernsbach | Lauterach | Lauterbach | Lauterbach-Rudlos | Lauterbach-Wallenrod | Lauterecken | Lauterhofen | Lauterstein | Lautert | Lautertal | Lautertal- | Lautertal-Elmshausen | Lautrach | Lautzenbrücken | Laußig | Lawalde | Lawalde-Kleindehsa | Lebach | Lebach-Alschbach | Lebach-Aschbach | Lebach-Gresaubach | Lebach-Landsweiler | Lebach-Thalexweiler | Lebehn | Lechbruck | Leck | Leegebruch | Leer | Leerstetten | Leezdorf | Leezen | Legau | Legden | Lehe | Lehesten | Lehesten- | Lehmen | Lehmkuhlen | Lehnitz | Lehnstedt | Lehrberg | Lehre | Lehrensteinsfeld | Lehrte | Lehrte-Ahlten | Leibertingen | Leiblfing | Leichlingen | Leidersbach | Leienkaul | Leiferde | Leimbach | Leimbach-Gilgenbach | Leimen | Leimersheim | Leinburg | Leinde | Leinefelde-Worbis | Leinfelden-Echterdingen | Leingarten | Leiningen | Leinsweiler | Leinzell | Leipheim | Leipzig | Leipzig-Althen | Leipzig-Baalsdorf | Leipzig-Großzschocher | Leipzig-Leutzsch | Leipzig-Liebertwolkwitz | Leipzig-Thekla | Leipzig-Wahren | Leisnig | Leitzkau | Leiwen | Lelm | Lemberg | Lembruch | Lemgo | Lemgow | Lemnitz | Lemwerder | Lendsiedel | Lengede | Lengefeld | Lengenfeld | Lengerich | Lengfeld | Lenggries | Lennestadt | Lenningen | Lensahn | Lentföhrden | Lenting | Lenzen | Lenzkirch | Lenzkirch-Raitenbuch | Leonberg | Leopoldshagen | Leopoldshöhe | Letschin | Lettweiler | Leuba | Leuben | Leuben-Schleinitz | Leubnitz | Leubsdorf | Leun | Leun-Biskirchen | Leuna | Leupoldsgrün | Leutenbach | Leutenberg | Leuterod | Leutersdorf | Leutershausen | Leutesdorf | Leutkirch | Levens | Leverkusen | Libbenichen | Lich | Lichte | Lichtenau | Lichtenau-Blankenrode | Lichtenau/OT | Lichtenberg | Lichtenberg/Erzgeb. | Lichtenfels | Lichtenfels-Trieb | Lichtenow | Lichtenstein | Lichtenstein-Göllesberg | Lichtentanne | Lichtenwald | Liebenau | Liebenburg | Liebenburg-Dörnten | Liebenburg-Groß | Liebenwalde | Lieberose | Liebschützberg | Liebstadt | Liederbach | Lienen | Liensfeld | Liepe | Liepen | Liepgarten | Lierschied | Liesenich | Lieser | Lilienthal | Limbach | Limbach-Krumbach | Limbach-Oberfrohna | Limburg | Limburg-Lindenholzhausen | Limburg-Linter | Limburg-Weilburg | Limburgergof | Limburgerhof | Limeshain | Limmritz | Linau | Lind | Lindau | Lindau-Insel | Lindberg | Linden | Lindenau | Lindenberg | Lindenfels | Lindenfels-Winterkasten | Lindern | Lindetal | Lindetal-Plath | Lindewerra | Lindewitt | Lindheim | Lindhorst | Lindlar | Lindow | Lindstedt | Lindwedel | Lingen | Lingen-Altenlingen | Lingen-Ramsel | Lingenfeld | Lingerhahn | Linkenheim-Hochstetten | Linnich | Linnich-Boslar | Linnich-Ederen | Linsburg | Linsengericht | Linstow | Lintig | Linz | Lippetal | Lippetal-Lippborg | Lippstadt | Lisberg | Lisdorf | Lissendorf | List | Litzendorf | Lobbach | Lobbe | Lobenfeld | Loburg | Lochhausen | Lochum | Lockstedt | Lockwisch | Loddin | Loffenau | Lohbarbek | Lohberg | Lohe | Lohe-Föhrden | Lohe-Rickelshof | Lohfelden | Lohklindt | Lohmar | Lohme | Lohmen | Lohne | Lohnsfeld | Lohr | Lohra | Lohrbach | Lohsa | Loiching | Loiching/Kronwieden | Loit | Loitz | Lollar | Lollschied | Lommatzsch | Longkamp | Lonnig | Lonsee | Lonsheim | Loose | Lorch | Lorchhausen | Lorsch | Losheim | Losheim-Bergen | Losheim-Britten | Lossa | Lossatal | Lossatal/ | Lossburg | Lostau | Lotte | Lottstetten | Loxstedt | Loxstedt-Nesse | Loxstedt-Ueterlande | Loßburg | Lubmin | Lucka | Luckau | Luckenbach | Luckenwalde | Luckow | Ludendorf | Ludorf | Ludwigsau | Ludwigsburg | Ludwigschorgast | Ludwigsfelde | Ludwigshafen | Ludwigshafen-Mundenheim | Ludwigshafen-Oggersheim | Ludwigshafen-Rheingönheim | Ludwigshafen-Ruchheim | Ludwigshöhe | Ludwigslust | Ludwigsstadt | Ludwigsthal | Ludwigswinkel | Lug | Lugau | Lugau/Erzgeb. | Luhe-Wildenau | Luhnstedt | Lunden | Lunzenau | Lupburg | Lustadt | Lutherstadt | Lutherstaft | Lutter | Lutzerath | Lutzerathe | Lutzhorn | Lützen | Lychen | Lägerdorf | Lähden | Löbau | Löbejün | Löbnitz | Löchgau | Löcknitz | Lödderitz | Löderburg | Löf | Löffingen | Löffingen-Reiselfingen | Löhlbach | Löhnberg | Löhne | Löhnhorst | Löllbach | Löningen | Löningen-Borkhorn | Lörrach | Lörrach- | Lörzweiler | Lösnich | Löwenberg | Löwenberger | Löwenstein | Lößnitz | Lübars | Lübbecke | Lübben | Lübbenau | Lübbenau/Spreewald | Lübberstedt | Lübeck | Lübeck-Dänischburg | Lübeck-Travemünde | Lübow | Lübs | Lübtheen | Lübz | Lüchow | Lückendorf | Lüdenscheid | Lüder | Lüderitz | Lüdersdorf | Lüdershagen | Lüdinghausen | Lüerdissen | Lügde | Lügde-Elbrinxen | Lühburg | Lühmannsdorf | Lüneburg | Lünen | Lünen-Gahmen | Lünne | Lünten | Lürschau | Lüssow | Lütau | Lütetsburg | Lütjenburg | Lütjenholm | Lütjensee | Lütjenwestedt | Lütow | Lüttenmark | Lüttgenrode | Lütz | Lützelbach | Lützen | Lützenbach | Lützow | MERZIG | Maasbüll | Maasen | Maasholm | Machern | Mackenbach | Magdeburg | Magdeburg-Ottersleben | Magstadt | Mahlberg | Mahlow | Mahlsdorf | Mahlstetten | Mahlwinkel | Mahlzow | Maichingen | Maikammer | Main-Taunus-Kreis | Mainaschaff | Mainburg | Mainburg-Sandelzhausen | Mainburg/Unterempfenbach | Mainhardt | Mainhardt-Ammertsweiler | Mainhausen | Mainleus | Maintal | Maintal-Bischofsheim | Mainz | Mainz-Bingen | Mainz-Bretzenheim | Mainz-Finthen | Mainz-Gonsenheim | Mainz-Kastel | Mainz-Kostheim | Mainz-Laubenheim | Mainz-Lerchenberg | Maisach | Maitenbeth | Malberg | Malborn | Malchin | Malchow | Malchow-Inselstadt | Malente | Malente-Krummsee | Malgersdorf | Mallersdorf-Pfaffenberg | Malliß | Malow | Malsburg-Marzell | Malsch | Malsch-Waldprechtsweier | Malsch-Waldprechtsweiler | Malsch/Waldprechtsweier | Malschwitz | Malschwitz/ | Malsfeld-Beiseförth | Malterdingen | Mammendorf | Mamming | Manching | Mandel | Mandelbachtal | Mandern | Manderscheid | Mannheim | Mannheim-Feudenheim | Mannheim-Friedrichsfeld | Mannheim-Seckenheim | Mannheim-Waldhof | Mannheim-Wallstadt | Mannweiler-Cölln | Mansfeld | Mantel | Manubach | Marbach | Marburg | March | Margetshöchheim | Marienberg | Marienberg-OT | Marienborn | Marienfließ | Marienhafe | Marienhagen | Marienheide | Marienmünster | Marienrachdorf | Marienthal | Marienwerder | Maring-Noviand | Marisfeld | Mark | Markdorf | Markersdorf | Markgröningen | Markkleeberg | Markkleeberg-Auenhain | Marklkofen | Marklohe | Markneukirchen | Markranstädt | Markransädt | Markt | Marktgraitz | Marktheidenfeld | Marktl | Marktleugast | Marktoberdorf | Marktredwitz | Marktschellenberg | Marktsteft | Marktzeuln | Marl | Marloffstein | Marlow | Marmagen | Marne | Marnitz | Maroldsweisach | Marpingen | Marquartstein | Marsberg | Marsberg- | Marsberg-Bredelar | Marsberg-Essentho | Marschacht | Marschalkenzimmern | Martenroth | Martensrade | Martfeld | Martinroda | Martinshöhe | Martinstein | Marxen | Marxheim-Gansheim | Marxzell | Marzhausen | Marzling | Masburg | Maselheim-Sulmingen | Massenbachhausen | Massenhausen | Masserberg | Masserberg/ | Massing | Mastershausen | Mattsies | Matzenbach | Mauchenheim | Mauer | Mauern | Maulbronn | Mauth | Maxdorf | Maxen | Maxhütte-Haidhof | Maxhütte-Haudhof | Maxsain | Mayen | Mayen-Koblenz | Mayschoss | Maßweiler | Mechelgrün | Mechernich | Mechernich-Eicks | Mechernich-Kommern | Mechernich-Roggendorf | Mechernich-Wachendorf | Mechterstädt | Meckel | Meckenbeuren | Meckenheim | Meckenheim-Merl | Meckenheim/Kottenforst | Meckesheim | Medard | Meddersheim | Meddewade | Medebach | Medebach-Küstelberg | Medebach-Medelon | Medelby | Medow | Meeder | Meerane | Meerbeck | Meerbsuch | Meerbusch | Meerbusch-Bösinghoven | Meerbusch-Strümp | Meerfeld | Meersburg | Meersburg-Riedetsweiler | Meggerdorf | Mehlbach | Mehle | Mehlingen | Mehltheuer | Mehren | Mehring | Meiling | Meine | Meine-Wedesbüttel | Meinersdorf | Meinersen | Meinerzhagen | Meineweh | Meinhard | Meiningen | Meisburg | Meisenheim | Meitingen | Meitingen-Ostendorf | Meißen | Meißenheim | Meißner | Melbeck | Melchow | Meldorf | Melle | Mellenbach | Mellendorf | Mellensee | Mellenthin | Mellingen | Mellinghausen | Mellrichstadt | Melsbach | Melsdorf | Melsungen | Melsungen-Günsterode | Melsungen-Röhrenfurth | Melz | Memmingen | Memmingen-Amendingen | Memmingerberg | Menden | Mendig | Mengen | Mengen-Ennetach | Mengerschied | Mengersgereuth-Hämmern | Mengerskirchen | Mengerskirchen-Dillhausen | Menslage | Menteroda | Meppen | Merbelsrod | Merching | Merchweiler | Merenberg | Mering | Merkers | Merklingen | Merseburg | Mertloch | Merxheim | Merzalben | Merzdorf | Merzen | Merzenich | Merzig | Merzig-Hilbringen | Merzig-Stadt | Merzkirchen | Meschede | Meschede-Berge | Meschede-Grevenstein | Mescherin | Mesekenhagen | Mesekenhagen/OT | Mespelbrunn | Messel | Messingen | Mestlin | Metelen | Metelsdorf | Metten | Mettendorf | Mettenheim | Metterich | Mettingen | Mettlach | Mettlach-Orscholz | Mettmann | Mettweiler | Metzdorf | Metzingen | Metzingen-Neuhausen | Metzkausen | Meudt | Meusegast | Meuselbach-Schwarzmühle | Meuselwitz | Meyenburg | Meyn | Meßkirch | Meßkirch-Menningen | Meßstetten | Meßstetten-Heinstetten | Michelau | Michelbach | Michelfeld | Michelstadt | Michelstadt-Steinbach | Michendorf | Middelhagen | Midlum | Miehlen | Mielkendorf | Miellen | Miesbach | Mietingen | Mihla | Milbitz | Mildenau | Mildstedt | Millen | Millienhagen-Oebelitz | Milmersdorf | Milow-Kastorf | Milow-Krinitz | Milower | Miltenberg | Mindelheim | Mindelzell | Minden | Minden-Kutenhausen | Mintraching | Mirow | Misburg | Missen-Wilhams | Mistelgau | Mistorf | Mittelangeln | Mittelbiberach | Mittelbrunn | Mitteleschenbach | Mittelherwigsdorf | Mittelnkirchen | Mittelstenahe | Mittelstennahe | Mittelstetten | Mittelstrimmig | Mittenaar | Mittenwalde | Mitterfels | Mittergars | Mitterskirchen | Mitterteich | Mitterwöhr | Mittweida | Mitwitz | Mixdorf | Mochau | Mockrehna | Modautal | Modautal-Brandau | Moers | Moers-Schwafheim | Mogendorf | Mohlsdorf | Mohrkirch | Moisburg | Molbergen | Molfsee | Mollhagen | Molmerswende | Moltzow | Monheim | Monreal | Monschau | Monschau-Höfen | Monschau-Imgenbroich | Monschau-Mützenich | Monsheim | Montabaur | Monzelfeld | Monzenfeld | Monzingen | Moordorf | Moorenweis | Moormerland | Moormerland-Warsingsfehn | Moorrege | Moos | Moosbach | Moosbeuren | Moosburg | Moosinning | Moosthening | Moosthenning | Moosthenning/Dornwang | Morbach | Morbach-Bischofsdhron | Morbach-Gonzerath | Morbach-Hinzerath | Morbach-Merscheid | Morbach-Wederath | Morgenröthe-Rautenkranz | Moringen | Moritzburg | Morsbach | Morschen | Morshausen | Morsum | Mosbach | Moselkern | Mossautal | Mottschieß | Much | Mucheln | Mudau | Mudau-Steinbach | Mudau-Ünglert | Mudenbach | Mudersbach | Mudershausen | Mudestausee | Muggensturm | Mulda | Mulda/Sachsen | Muldenhammer | Muldestausee | Mulfingen | Mulsum | Mundelsheim | Munderkingen | Munkbrarup | Munkmarsch | Munster | Murg | Murnau | Murr | Murrhardt | Murrhardt-Steinberg | Muschenried | Mussbach | Musterstadt | Mutlangen | Mutterschied | Mutterstadt | Mutzschen | Mylau | Mz-Bretzenheim | Mähring | Märkisch | Märkisch-Oderland-Hoppegarten | Märkisch-Oderland-Neuenhagen | Märkische | Möckern | Möckmühl | Möckmühl-Züttlingen | Mögglingen | Möhnesee | Möhnesee-Körbecke | Möllenbeck | Möllenhagen | Mölln | Mölschow | Mölsheim | Mömbris | Mömlingen | Möncgengladbach | Mönchberg | Mönchengladbach | Mönchengladbach-Großheide | Mönchengladbach-Rheydt | Mönchengladbach-Wickrath | Mönchenholzhausen | Mönchgut | Mönchhagen | Mönchsdeggingen | Mönchsroth | Mönchweiler | Mönkeberg | Mönkebude | Mönkhagen | Mönkloh | Mönsheim | Mörfelden | Mörfelden-Walldorf | Möringen | Mörlen | Mörlenbach | Mörlenbach-Bonsweiher | Mörsbach | Mörschied | Mörsdorf | Mörsfeld | Möschwitz | Möser | Mössingen | Mössingen-Öschingen | Möthlow | Mötzingen | Mücheln | Mücka | Mücke | Mücke-Sellnrod | Müden | Mügeln | Müglitztal | Mühl | Mühlacker | Mühlacker-Dürrmenz | Mühlacker-Mühlhausen | Mühlberg/Elbe | Mühldorf | Mühlen | Mühlenbach | Mühlenbeck | Mühlenbecker | Mühlendorf-Kreuzschuh | Mühlhausen | Mühlhausen-Ehingen | Mühlhausen/Thüringen | Mühlheim | Mühlingen | Mühltal | Mülheim | Mülheim-Kärlich | Mülheim-Saarn | Mülhheim-Kärlich | Müllenbach | Müllheim | Müllrose | Mülsen | Münchberg | Müncheberg | Münchehofe | München | München-Aubing | München-Pasing-Obermenzing | Münchhausen | Münchsmünster | Münchsteinach | Münchweiler | Münchweiler/ | Mündersbach | Münklingen | Münnerstadt | Münsing | Münsing-Ammerland | Münsingen | Münster | Münster-Angelmodde | Münster-Gelmer | Münster-Handorf | Münster-Hiltrup | Münster-Sarmsheim | Münster-Wolbeck | Münsterappel | Münsterdorf | Münsterhausen | Münsterland | Münstermaifeld | Münstermaifeld-Lasserg | Münzenberg | Mürlenbach | Müsch | Müssen | NEUBURG | NW-Lachen-Speyerdorf | Nabburg | Nachrodt-Wiblingwerde | Nackenheim | Nagel | Nagold | Nagold-Hochdorf | Nagold-Pfrondorf | Nahetal-Waldau | Nahrendorf | Naila | Nalbach | Namborn | Nandlstadt | Nannhausen | Nanzdietschweiler | Nassau | Nassenfels | Nassenheide | Nastätten | Nattenheim | Nattheim | Nauen | Nauheim | Naumburg | Naundorf | Naunhof | Nauort | Nauroth | Nazza | Naßweiler | Nebel | Nebra | Neckar-Odenwald-Kreis | Neckarbischofsheim | Neckargemünd | Neckargemünd-Dilsberg | Neckargerach | Neckarsteinach | Neckarsulm | Neckartailfingen | Neckartenzlingen | Neckarwestheim | Neckarzimmern | Neddemin | Nedlitz | Neef | Neenstetten | Neetze | Neetzka | Neetzow | Negast | Negernbötel | Nehlitz | Nehms | Nehmten/OT | Nehren | Neidenbach | Neidenfels | Neidenstein | Neidlingen | Neitersen | Neißeaue | Neißemünde | Nellingsheim | Nempitz | Nemsdorf-Göhrendorf | Nenndorf | Nennhausen | Nentershausen | Neresheim | Neresheim-Elchingen | Neroth | Nersingen | Nerzweiler | Neschwitz | Nesse | Nesselwang | Nessendorf | Nessetal | Netphen | Nettelsee | Nettersheim | Nettersheim- | Nettersheim-Marmagen | Nettetal | Nettetal-Lobberich | Netzeband | Netzschkau | Neu | Neu-Anspach | Neu-Eichenberg | Neu-Isenburg | Neu-Ulm | Neu-Ulm-City | Neu-Ulm-Reutti | Neualbenreuth | Neubartelshagen | Neubeckum | Neuberend | Neuberg | Neubeuern | Neubiberg | Neubrandenburg | Neubukow | Neubulach | Neuburg | Neudenau | Neudenau-Herbolzheim | Neudietendorf | Neudrosselfeld | Neue | Neuenburg | Neuenbürg | Neuendeich | Neuendorf-Heide | Neuendorf/ | Neuenfelde | Neuengörs | Neuenhagen | Neuenhaus | Neuenhofe | Neuenkirchen | Neuenkirchen-Vörden | Neuenmarkt | Neuenrade | Neuenstadt | Neuenstein | Neuenstein- | Neuenthal | Neuerburg | Neuerkirch | Neufahrn | Neufeld | Neuferchau | Neuffen | Neufinsing | Neufra | Neufunnixsiel | Neugersdorf | Neugraben | Neuhardenberg | Neuharlingersiel | Neuhaus | Neuhausen | Neuhausen-Hamberg | Neuhausen/Erzgebirge | Neuhausen/Spree | Neuhemsbach | Neuhof | Neuhofen | Neuhäusel | Neuhütten | Neukalen | Neukamperfehn | Neukieritzsch | Neukirch | Neukirchen | Neukirchen-Vluyn | Neukirchen/Erzgebirge | Neukirchen/Pleiße | Neukloster | Neukrichen | Neuleiningen | Neulewin | Neulingen | Neulussheim | Neulußheim | Neulöwenberg | Neumagen-Dhron | Neumarkt | Neumarkt-Sankt | Neumünster | Neunburg | Neundorf | Neunheilingen | Neunkhausen | Neunkichen | Neunkirchen | Neunkirchen- | Neunkirchen-Altenseelbach | Neunkirchen-Seelscheid | Neupetershain | Neuravensburg | Neureichenau | Neuried | Neuruppin | Neusalza-Spremberg | Neuss | Neustadt | Neustadt-Borstel | Neustadt-Geinsheim | Neustadt-Glewe | Neustadt-Haardt | Neustadt-Mardorf | Neustadt-Schneeren | Neustadt/ | Neustadt/Harz | Neustadt/Vogtl. | Neustetten | Neustrelitz | Neusäss | Neusäß | Neusäß-Hainhofen | Neusäß-Ottmarshausen | Neutraubling | Neutrebbin | Neuwied | Neuwied-Feldkirchen | Neuwied-Segendorf | Neuzelle | Neuäß | Neuötting | Newel | Ney | Nickenich | Nidda | Niddatal | Nidderau | Nidderau-Erbstadt | Nideggen | Nideggen-Abenden | Nideggen-Embken | Nideggen-Rath | Nideggen-Schmidt | Nieblum | Niebüll | Niedenstein | Nieder | Nieder-Hilbersheim | Nieder-Olm | Nieder-Wiesen | Niederaichbach | Niederalben | Niederalteich | Niederau | Niederaula | Niederbachheim | Niederbergkirchen | Niederbrechen | Niederbreitbach | Niedercunnersdorf | Niederdodenleben | Niederdodernleben | Niederdorf | Niederdorfelden | Niederdürenbach | Niederer | Niedererbach | Niedereschach | Niederfischbach | Niederfrohna | Niedergörsdorf | Niederhambach | Niederheimbach | Niederhofen | Niederkassel | Niederkirchen | Niederkleevez | Niederkrüchten | Niederkumbd | Niederlamitz | Niederlangen | Niederlommatzsch | Niedermohr | Niedermurach | Niedernberg | Niederndodeleben | Niedernhall | Niedernhausen | Niedernhausen-Königshofen | Niederrieden | Niederroßbach | Niederroßla | Niedersachen | Niedersachsen | Niedersayn | Niederstadtfeld | Niedersteinebach | Niederstetten | Niederstetten-Streichental | Niederstotzingen | Niederstotzingen-Oberstotzingen | Niederstozingen | Niedertrebra | Niederusel | Niederwallmenach | Niederwerrn | Niederwerth | Niederwiesa | Niederwinkling | Niederwörresbach | Niederwürschnitz | Niederzier | Niederzier-Oberzier | Niederzissen | Niefern-Öschelbronn | Nieheim | Niehuus | Niemberg | Niemegk | Nienburg | Niendorf | Niendorf/Bad | Nienhagen | Nienstädt | Nienwohld | Nierderkrüchten | Niersbach | Nierstein | Nieschütz | Niesgrau | Niesky | Nieste | Niestetal | Nimritz | Nimshuscheid | Nimsreuland | Nindorf | Nister | Nisterberg | Nistertal | Nistertal-Erbach | Nittel | Nittenau | Nittendorf | Nitzow | Nobitz | Nochern | Noer | Nohfelden | Nohfelden- | Nohn | Nonnenhorn | Nonnenweier | Nonnweiler | Nordden | Norden | Norden-Norddeich | Nordendorf | Nordenham | Nordenham-Einswarden | Nordenstadt | Norderbrarup | Nordermeldorf | Norderney | Norderstapel | Norderstedt | Norderstedt-Harksheide | Norderwöhrden | Nordgermersleben | Nordhalben | Nordharz | Nordhastedt | Nordhausen | Nordheim | Nordheim-Nordhausen | Nordholz | Nordhorn | Nordhorn-Brandlecht | Nordleda | Nordrach | Nordrhein-Westfalen | Nordseeheilbad | Nordstemmen | Nordstemmen-Groß | Nordstrand | Nordwalde | Nordwestuckermark | Norheim | Northeim | Nortmoor | Nortorf | Nossen | Nossendorf | Nottuln | Nottuln-Appelhülsen | Notzingen | Nussdorf | Nusse | Nuthe-Urstromtal | Nuthetal | Nußbach | Nußdorf | Nußloch | Nußloch-Maisbach | Nächst | Nägelstedt | Nähe | Nöbdenitz | Nördlingen | Nörten-Hardenberg | Nörtershausen | Nörthen-Hardenberg | Nörvenich | Nörvenich-Rommelsheim | Nörvenich-Wissersheim | Nümbrecht | Nünchritz | Nünschweiler | Nürnberg | Nürnberg-Boxdorf | Nürtingen | Nürtingen-Reudern | Nützen | OFFENBACH | OT | Ober | Ober-Flörsheim | Ober-Gleen | Ober-Hilbersheim | Ober-Mumbach | Ober-Mörlen | Ober-Olm | Ober-Ramstadt | Oberahr | Oberammergau | Oberasbach | Oberau | Oberaudorf | Oberaula | Oberbarnim | Oberbettingen | Oberboihingen | Oberbrombach | Obercunnersdorf | Oberderdingen | Oberdiebach | Oberding | Oberdolling | Oberdorla | Oberehe-Stroheich | Oberelbert | Obererbach | Oberfell | Obergriesbach | Obergurig | Obergünzburg | Oberhaching | Oberhaid | Oberharmersbach | Oberharz | Oberhausen | Oberhausen-Dümpten | Oberhausen-Rheinhausen | Oberhavel-Birkenwerder | Oberhavel-Mühlenbecker-Land-Schildow | Oberheimbach | Oberheldrungen | Oberhof | Oberirsen | Oberjettingen | Oberkail | Oberkatz | Oberkirch | Oberkochen | Oberkotzau | Oberkrämer | Oberlahnstein | Oberlahr | Oberlaindern | Oberlauterbach | Oberlungwitz | Obermaßfeld | Obermaßfeld-Grimmenthal | Obermehler | Obermichelbach | Obermohr | Obermoschel | Obernbreit | Obernburg | Oberndorf | Oberndorf-Aistaig | Obernfeld | Obernheim | Obernheim-Kirchenarnbach | Obernholz | Obernkirchen | Obernkrchen | Obernwohlde | Obernzell | Oberostendorf | Oberotterbach | Oberpframmern | Oberpöring | Oberreichenbach | Oberreifenberg | Oberreute | Oberriexingen | Oberrimsingen | Oberrod | Oberrot | Oberroßbach | Obersaida | Oberscheinfeld | Oberschleissheim | Oberschleißheim | Oberschlettenbach | Oberschneiding | Oberschwarzach | Oberschweinbach | Oberschöna | Oberschönau | Oberschönegg | Oberseifersdorf | Obersimten | Obersinn | Obersontheim | Oberstadion | Oberstadt | Oberstadtfeld | Oberstaufen | Oberstdorf | Oberstenfeld | Obersulm | Obersülzen | Obertaufkirchen | Oberteuringen | Obertraubling | Obertshausen | Obertshausen-Hausen | Oberursel | Oberursel-Oberstedten | Oberviechtach | Obervolkach | Oberwambach | Oberweid | Oberweiler | Oberweis | Oberweißbach | Oberwesel | Oberweser | Oberwiera | Oberwiesen | Oberwiesenthal | Oberwolfach | Oberzeitelbach | Oberzent | Oberzent-Olfen | Obhausen | Obing | Obrigheim | Obrigheim-Mörtelstein | Ochsenfurt | Ochsenhausen | Ochsenwang | Ochtendung | Ochtersum | Ochtmersleben | Ochtrup | Ockenfels | Ockenheim | Ockfen | Odderade | Odelzhausen | Odenbach | Odensachsen | Odenthal | Oder-Spree | Oder-Spree-Woltersdorf | Oderaue | Oderberg | Odernheim | Oderwitz | Odisheim | Oebisfelde | Oechsen | Oederan | Oedheim | Oelde | Oelixdorf | Oelsberg | Oelsnitz | Oelsnitz-Vogtland | Oelsnitz/Vogtland | Oelzschau | Oepfershausen | Oer | Oer-Erkenschwick | Oerel | Oering | Oerlenbach | Oerlinghausen | Oerlinghausen-Altstadt | Oesfeld | Oesterdeichstrich | Oesterwurth | Oestrich-Winkel | Oettingen | Oevenum | Oeversee | Oeynhausen | Offenau | Offenbach | Offenbach-Bürgel | Offenbach-Hundheim | Offenbach-Rumpenheim | Offenberg | Offenburg | Offingen | Offleben | Offstein | Ofterdingen | Ofterschwang | Oftersheim | Ohlsbach | Ohmden | Ohrdruf | Olbernhau | Olbernhau/ | Olbersdorf | Olbersleben | Olching | Oldenburg | Oldenbüttel | Oldendorf | Oldenswort | Oldersbek | Oldisleben | Oldsum | Olfen | Olk | Ollendorf | Ollmuth | Olpe | Olsber2 | Olsberg | Olzheim | Oppach | Oppenau | Oppenheim | Oppenweiler | Oranienbaum | Oranienbaum-Wörlitz | Oranienburg | Oranienburg-Germendorf | Orenhofen | Orlamünde | Ortenberg | Ortenburg | Ortrand | Osann-Monzel | Osburg | Oschatz | Oschersleben | Osnabrück | Osnabrück-Atter | Ostbevern | Ostdorf | Osteeheilbad | Osteel | Ostelsheim | Osten | Ostenfeld | Osterburg | Osterburken | Osterby | Ostercappeln | Osterfeld | Osterhausen | Osterhever | Osterhofen | Osterholz | Osterholz-Scharmbeck | Osterholz-Scharmbeck- | Osternienburger | Osterode | Osterode-Lerbach | Osterrönfeld | Osterstedt | Ostertor | Osterweddingen | Osterwieck | Osterwieck-Zilly | Ostfildern | Ostfildern-Kemnat | Ostfildern-Nellingen | Ostheim | Osthofen | Ostholstein | Ostingersleben | Ostrach | Ostrau | Ostrhauderfehn | Ostritz | Ostseebad | Oststeinbek | Oststeinbek-Havighorst | Ostvorpommern | Ottendorf | Ottendorf-Okrilla | Ottendorf/Okrilla | Ottenhofen | Ottensoos | Ottenstein | Otter | Otterbach | Otterberg | Otterndorf | Ottersberg | Ottersheim | Otterstadt | Ottersweier | Otterwisch | Ottmannshausen | Ottmarshausen | Ottobeuren | Ottobrunn | Ottrau | Ottweiler | Ottweiler-Lautenbach | Ottweiler-Steinbach | Otzberg | Otzberg-Oberklingen | Otzing | Ovelgönne | Overath | Owen | Owen/Teck | Owingen | Owschlag | Oyten | Oßling | PLAUEN | Padenstedt-Kamp | Paderborn | Paderborn-Marienloh | Pahlen | Painten | Palling | Palmersheim | Palzem | Pampow | Panker | Panketal | Panketal/OT | Pansdorf | Pansfelde | Panten | Pantenburg | Panzweiler | Papenburg | Papendorf | Papenhagen | Papenrode | Parchen | Parchim | Parkentin | Parkstein | Parsau | Parsberg | Parsteinsee | Partenheim | Partenstein | Pasewalk | Pasing | Passau | Passau-Hacklberg | Passow | Pastow | Patersdorf | Pattensen | Paulinenaue | Paunzhausen | Pausa | Pausa-Mühltroff | Pausa/Vogtland | Pechbrunn | Peenehagen | Peertz | Peeselin | Peffingen | Pegau | Pegau/OT | Pegnitz | Peheim | Peickwitz | Peine | Peine/Telgte | Peissen | Peiting | Peitz | Peißenberg | Pellworm | Pelm | Penig | Penkun | Penkun/OT | Pennewitt | Pennigsehl | Pentenried | Penzberg | Penzing | Penzlin | Pepelow | Perl | Perleberg | Perlesreut | Pessin | Petersaurach | Petersberg | Petersdorf-Alsmoos | Petershagen | Petershagen/ | Petershagen/Eggersdorf | Petershausen | Peterslahr | Peterswald-Löffelscheid | Peterwitz | Petting | Petze | Pfaffen-Schwabenheim | Pfaffenberg | Pfaffengrün | Pfaffenhofen | Pfaffing | Pfaffroda | Pfalzel | Pfalzgrafenweiler | Pfarrkirchen | Pfedelbach | Pfeffenhausen | Pfinztal | Pfinztal-Berghausen | Pfofeld | Pforzen | Pforzheim | Pforzheim-Büchenbronn | Pforzheim-Huchenfeld | Pfreimd | Pfronten | Pfullendorf | Pfullingen | Pfungstad | Pfungstadt | Pförring | Philippsburg | Philippsthal | Picher | Piesau | Piesport | Piesport-Niederemmel | Pietzpuhl | Pillig | Pilsting | Pilsting/ | Pingelshagen | Pinnau | Pinnberg | Pinneberg | Pinneberg-Waldenau | Pinnow | Pinzberg | Pirmasens | Pirna | Pirow | Plaidt | Planegg | Plankenfels | Plankstadt | Plate | Plattenburg | Plattling | Plau | Plauen | Plech | Pleckhausen | Pleidelsheim | Plein | Pleinfeld | Pleinting | Pleisweiler-Oberhofen | Pleizenhausen | Plessa | Plettenberg | Pliening | Pliezhausen | Plochingen | Plön | Plötzkau | Plüderhausen | Plüschow | Plütscheid | Pockau | Pockau-Lengefeld | Pocking | Poggensee | Pohle | Pohlheim | Pohlheim-Hausen | Poing | Polau | Polch | Polch-Gappenach | Polle | Pollhagen | Polling | Poltersdorf | Polz | Pommelsbrunn | Pommersfelden | Poppenhausen | Porschendorf | Porta | Poseritz | Posseck | Possendorf | Postbauer-Heng | Postfeld | Postlow | Postmünster | Potsdam | Potsdam-Babelsberg | Pottenstein | Pottum | Pouch | Pr.Oldendorf | Prangendorf | Pratau | Preetz | Preist | Premnitz | Prenzlau | Prerow | Presseck | Preten | Pretzfeld | Pretzier | Preußisch | Priborn | Prichsenstadt | Prien | Priepert | Prisannewitz | Prisdorf | Prittriching | Pritzwalk | Probsteierhagen | Probstzella | Pronstorf | Prosigk | Pruchten | Prödel | Prüm | Prützke | Puchheim | Puderbach | Pulheim | Pulheim-Geyen | Pullach | Pullenreuth-Dreihäuser | Pulsnitz | Pulspforde | Puschendorf | Putbus | Putgarten | Putlitz | Putzbrunn | Pyrbaum | Päse | Pöcking | Pöcking-Maising | Pöhl | Pölitz | Pölitz/Schmachthagen | Pölzig | Pömmelte | Pönitz | Pössneck | Pötenitz | Pöttmes | Pößneck | Pünderich | Pürgen | Pütlingen | Püttlingen | Püttlingen-Köllerbach | Qierschied | Quadrath-Ichendorf | Quakenbrück | Quarnbek | Quedlinburg | Queidersbach | Quenstedt | Querfurt | Quern | Querstedt | Quickborn | Quierschied | Quilow | Quirnbach | Quitzdorf | RETHWISCH | Rab | Rabel | Raben | Rabenau | Rabenstein/ | Rabenstein/Fläming | Rackwitz | Radbruch | Raddestorf | Radeberg | Radebeul | Radeburg | Radefeld | Radegast | Radensleben | Radevormwald | Radibor | Radolfzell | Radolfzell-Böhringen | Radolfzell-Möggingen | Raduhn | Raesfeld | Ragow-Merz | Raguhn | Raguhn-Jeßnitz | Rahden | Rahlstedt | Rain | Raisdorf | Ralingen | Ralingen-Godendorf | Ralswiek | Ramberg | Rambin | Rammelsbach | Rammenau | Rammingen | Ramsdorf-Velen | Ramsen | Ramstein-Miesenbach | Ramsthal | Randowtal | Rangendingen | Rangsdorf | Rankwitz | Ransbach-Baumbach | Ranschbach | Ranstadt | Ransweiler | Rantrum | Rantzau | Ranzin | Raschau | Raschau-Markersbach | Rascheid | Rastatt | Rastatt-Ottersdorf | Rastede | Rastede-Wahnbek | Rastenberg | Rastow | Ratekau | Rathen | Rathenow | Rathmannsdorf | Rathskirchen | Ratingen | Ratingen-Hösel | Ratingen-Lintorf | Ratingen-Ost | Rattenberg | Rattiszell | Ratzeburg | Raubach | Raubling | Rauen | Rauenberg | Rauheim | Rauhenebrach | Rauhenebrach-Koppenwind | Raumbach | Raunheim | Rauschenberg | Rausdorf | Ravensburg | Ravenstein | Ravenstein-Merchingen | Raßnitz | Rechberghausen | Rechenberg-Bienenmühle | Rechlin | Rechtsupweg | Reckahn | Recke | Reckershausen | Recklinghausen | Reddelich | Redekin | Rednitzhembach | Redwitz | Rees | Reestow | Reeßum | Regen | Regensburg | Regensburg-Rheinhausen | Regenstauf | Regesbostel | Regis-Breitingen | Regnitzlosau | Rehau | Rehbeck | Rehborn | Rehburg | Rehburg-Loccum | Rehden | Rehe | Rehefeld | Rehfelde | Rehling | Rehlingen | Rehlingen-Gerlfangen | Rehlingen-Siersburg | Rehlingen-Siersburg-Biringen | Rehlingen-Siersburg-Hemmersdorf | Rehm-Flehde-Bargen | Rehna | Reichartshausen | Reichelsheim | Reichenbach | Reichenbach-Steegen | Reichenbach/F. | Reichenbach/O.L. | Reichenbach/Oberlausitz | Reichenberg | Reichenschwand | Reichenwalde | Reichersbeuern | Reichertshausen | Reichertsheim | Reichertshofen | Reichselsheim | Reichshof | Reichsthal | Reidenhausen | Reiffelbach | Reifferscheid | Reil/Mosel | Reilingen | Reinbek | Reinberg | Reinfeld | Reinhardshagen | Reinheim | Reinkenhagen | Reinsbüttel | Reinsdorf | Reinsfeld | Reinstorf | Reisbach | Reischach | Reisdorf | Reisensburg | Reiskirchen | Reiskirchen-Saasen | Reislingen | Reit | Reitzenhain | Reken | Relingen | Rellingen | Relzow | Remagen | Remchingen | Remchingen-Nöttingen | Remchingen-Singen | Remlingen | Remlingen-Semmenstedt | Remptendorf | Remscheid | Remscheid-Lennep | Remse | Remseck | Remseck-Aldingen | Remshalden | Remshalden-Hebsack | Renchen | Rendsburg | Rendsburg-Eckernförde | Rengsdorf | Rennerod | Rennerod-Emmerichenhain | Rennertshofen | Renningen | Renzow | Reppenstedt | Rerik | Rethem | Rethwisch | Rettenbach | Rettenberg | Retterath | Rettigheim | Rettin | Reuden | Reute | Reutern | Reuth | Reutlingen | Reutlingen-Betzingen | Reutlingen-Gönningen | Reutlingen-Mittelstadt | Reutlingen-Ohmenhausen | Reutlingen-Sickenhausen | Reußenköge | Rhade | Rhauderfehn | Rhaunen | Rheda-Wiedenbrück | Rhede | Rhede-Krechting | Rhede-Vardingholt | Rhede/Ems | Rhein-Pfalz-Kreis | Rhein-Sieg-Kreis | Rheinau | Rheinbach | Rheinbach-Merzbach | Rheinbach-Oberdrees | Rheinberg | Rheinbreitbach | Rheinbrohl | Rheinböllen | Rheine | Rheinfelden | Rheinfelden- | Rheinhausen | Rheinland-Pfalz | Rheinmünster | Rheinsberg | Rheinstetten | Rheinstetten- | Rheinstetten-Mörsch | Rheisberg | Rhens | Rheurdt | Rhinow | Rhodt | Rhumspringe | Rhön-Grabfeld | Rhönblick | Ribbesbüttel | Ribnitz | Ribnitz- | Ribnitz-Damgarten | Richtenberg | Rickenbach | Rickensdorf | Ried | Riedbach | Riede | Riedelberg | Rieden | Riedenberg | Riedenburg | Riederich | Riedhausen | Riedlingen | Riedlingen-Daugendorf | Riedlingen-Teilort | Riedstadt | Riedstadt-Goddelau | Riegelsberg | Riekofen | Rielasingen | Rielasingen-Worblingen | Riemerling | Rieneck | Riepsdorf | Riesa | Rieseby | Rieste | Riesweiler | Rietberg | Riethnordhausen | Rietschen | Rietz-Neuendorf | Rietzneuendorf-Staakow | Rimbach | Rimbach/Albersbach | Rimpar | Rinchnach | Ringe | Ringfurth | Ringgau | Ringgau/OT | Ringsberg | Ringsheim | Ringstedt | Rinnthal | Rinteln | Rinzenberg | Rippershausen | Risum-Lindholm | Ritschenhausen | Ritterhude | Rittersdorf | Rivenich | Riveris | Rißtissen | Rochau | Rochlitz | Rockenberg | Rockenhausen | Roda | Rodalben | Rodeberg | Rodenbach | Rodenbek | Rodenberg | Rodewald | Rodewisch | Rodgau | Rodgau-Jügesheim | Roding | Roetgen | Roggenburg | Roggendorf | Roggenstorf | Roggentin | Rogätz | Rohlstorf | Rohr | Rohrbach | Rohrbach-Fahlenbach | Rohrdorf | Rohrenfels | Rohrsen | Rohrsheim | Roigheim | Roitham | Roitzschjora | Rolfsbüttel | Rollwitz | Rom | Rommerskirchen | Rommerskirchen-Sinsteden | Rondorf | Ronneburg | Ronnenberg | Ronnenberg-Empelde | Ronnenberg-Stadt | Ronsberg | Ronshausen | Rosbach | Rosbach-Rodheim | Rosche | Rosdorf | Rosenbach | Rosenberg | Rosendahl | Rosendahl-Holtwick | Rosenfeld | Rosenfeld- | Rosenfeld-Isingen | Rosengarten | Rosenhagen | Rosenheim | Rosenkopf | Rosenow | Rosenthal | Rosenthal-Bielatal | Rositz | Roskow | Rosow | Rossau | Rossau/Seifersbach | Rossbach | Rossdorf | Rossow | Rosswein | Rostock | Rostock-City | Rostock-Evershagen | Rostock-Gehlsdorf | Rot | Rotenburg | Rotenburg/Wümme | Roth | Rothemühl | Rothenberg | Rothenburg | Rothenburg/Oberlausitz | Rothenhain | Rothschwaige | Rott | Rottach-Egern | Rottach-Oberhof | Rottenacker | Rottenbach | Rottenburg | Rottenburg-Dettingen | Rotthalmünster | Rottmersleben | Rottweil | Rottweil-Feckenhausen | Roxheim | Roßbach | Roßdorf | Roßlau | Roßleben | Roßleben-Wiehe | Roßwein | Rubkow | Rubow | Rudersberg | Ruderting | Rudolstadt | Ruhla | Ruhland | Ruhmannsfelden | Ruhpolding | Ruhstorf | Ruhwinkel | Rullstorf | Rumbach | Runding | Runkel | Runkel-Schadeck | Runkel/ | Ruppach | Ruppach-Goldhausen | Ruppersdorf | Ruppertsecken | Ruppertshofen | Ruppertsweiler | Ruppichteroth | Ruschberg | Rust | Rutesheim | Rutesheim/Perouse | Ruthe | Ruthweiler | Rutsweiler | Ruttersdorf-Lotschen | Räbke | Ränkam | Rätzlingen | Röbel | Röbel/Müritz | Röblingen | Rödelhausen | Rödental | Rödental-Kipfendorf | Röderaue | Röderland | Rödermark | Rödersheim-Gonau | Rödersheim-Gronau | Rödibgahausen | Rödinghausen | Rödinghausen-Schwenningdorf | Rögling | Röhrmoos | Röhrnbach | Röllbach | Römerberg | Römerstein | Römhild | Rösrath | Rösrath-Forsbach | Rösrath-Stümpen | Rötgesbüttel | Rötha | Röthenbach | Rötsweiler-Nockenthal | Röttenbach | Röttingen | Rötz | Rübeland | Rübenach | Rückersdorf | Rüdersdorf | Rüdesheim | Rüdigershagen | Rüdnitz | Rügen | Rühen | Rühstädt | Rüllschau | Rülzheim | Rümmelsheim | Rümmer | Rümmingen | Rümpel | Rüscheid | Rüsselsheim | Rüsselsheim-Königstädten | Rüssingen | Rüthen | Rüthen-Kallenhardt | Rüthnick | Rüting | Sa | Saal | Saalburg | Saalburg-Ebersdorf | Saaldorf-Surheim | Saalfeld | Saalfeld/Saale | Saalstadt | Saarbrücken | Saarbrücken-Altenkessel | Saarbrücken-Burbach | Saarbrücken-Dudweiler | Saarbrücken-Klarenthal | Saarbrücken-Scheidt | Saarbrücken-Stadt | Saarburg | Saarburg-Hosteberg | Saarlouis | Saarlouis-Lisdorf | Saarlouis-Roden | Saarlouis-Steinrausch | Saarwellingen | Sabershausen | Sachsen | Sachsen-Anhalt | Sachsendorf | Sachsenhagen | Sachsenheim | Sachsenkam | Saerbeck | Saffig | Sagard | Sailauf | Salach | Salching | Saldenburg | Salem | Salem-Dargow | Salgen | Sallgast | Salm | Salzatal | Salzatal/OT | Salzbergen | Salzgitter | Salzgitter-Bad | Salzgitter-Beinum | Salzgitter-Bruchmachtersen | Salzgitter-Gebhardshagen | Salzgitter-Ringelheim | Salzgitter-Salder | Salzgitter/Salder | Salzhausen | Salzhemmendorf | Salzhemmendorf/Lauenstein | Salzkotten | Salzkotten-Scharmede | Salzmünde | Salzwedel | Salzweg | Samerberg | Samswegen | Samtens | Sandberg | Sande | Sandersdorf | Sandersdorf-Brehna | Sandersleben | Sandhagen | Sandhatten | Sandhausen | Sandkrug | Sangerhausen | Sanitz | Sankt | Sargenroth | Sargstedt | Sarmersbach | Sarnow | Sarow | Sarstedt | Sasbachwalden | Sassenberg | Sassenberg-Füchtorf | Sassenburg | Sassenburg/ | Sassnitz | Saterland | Saterland/Strücklingen | Satow | Satrup | Satteldorf | Sattelweiler | Satzung | Sauensiek | Sauerlach | Sauerthal | Sauldorf | Saulgau | Saulheim | Saupsdorf | Sauzin | Sayda | Schaafheim | Schaalby | Schacht-Audorf | Schackendorf | Schackensleben | Schafflund | Schafstedt | Schafstädt | Schalkau | Schalkenbach | Schalkenmehren | Schalkholz | Schalksmühle | Schallbach | Schallodenbach | Schallstadt | Schaprode | Scharbeutz | Scharbeutz-Klingberg | Scharbeutz/Ostsee | Scharbow | Scharfenstein | Scharnebeck | Schashagen | Schauenburg | Schauenburg- | Schauenburg-Elgershausen | Schauenstein | Schaumburg | Schauren | Schechingen | Scheden | Scheer | Scheeßel | Schefflenz | Scheggerott | Scheibenhardt | Scheidegg | Scheinfeld | Schelklingen | Schelldorf | Schellerten | Schellhorn | Schellroda | Schellweiler | Schemmerhofen | Schemmerhofen-Schemmerberg | Schenefeld | Schenkelberg | Schenkenberg | Schenkendöbern | Schenkenzell | Schenklengsfeld | Schermbeck | Schermbeck-Gahlen | Schermen | Schernfeld | Schernikau | Scherstetten | Scheuen | Scheuerfeld | Scheuring | Scheyern | Scheßlitz | Schieder | Schieder-Schwalenberg | Schierling | Schiesheim | Schiffdorf | Schiffdorf-Spaden | Schiffdorf/ | Schifferstadt | Schiffweiler | Schildau | Schildow | Schillingen | Schillingsfürst | Schillingstedt | Schiltach | Schimberg | Schindhard | Schinkel | Schipkau | Schirgiswalde | Schirgiswalde-Kirschau | Schirnding | Schkeuditz | Schkopau | Schkölen | Schladen | Schladen-Werla | Schlagenthin-Genthin | Schlangen | Schlangen- | Schlangenbad | Schlangenbad-Georgenborn | Schlangenbad-Wambach | Schlangenbad/ | Schlat | Schlebusch | Schleching | Schlechtsart | Schlegel | Schleich | Schleid | Schleiden | Schleiden-Gemünd | Schleiden-Harperscheid | Schleiden-Oberhausen | Schleife | Schleiz | Schlemmin | Schlepzig | Schleswig | Schlettau | Schleusegrund | Schleusingen | Schleusingen/ | Schleusingerneundorf | Schlieben | Schliengen | Schliengen-Obereggenen | Schlier | Schlierbach | Schliersee | Schlipsheim | Schlitz | Schlitz-Üllershausen | Schlotheim | Schlowe | Schloß | Schloßböckelheim | Schluchsee | Schlöben | Schlüchtern | Schlüsselfeld | Schmalbach | Schmalensee | Schmalkalden | Schmallenberg | Schmatzhausen | Schmelz | Schmelz-Michelbach | Schmerbach | Schmerz | Schmidgaden | Schmidmühlen | Schmiedeberg | Schmiedefeld | Schmitshausen | Schmitt | Schmitten | Schmitten-Arnoldshain | Schmitten-Oberreifenberg | Schmittweiler | Schmon | Schmölln | Schmölln-Putzkau | Schnackenburg | Schnaittach | Schnaittenbach | Schnakenbek | Schneckenlohe | Schneeberg | Schnega | Schnellbach | Schneppenbach | Schneverdingen | Schobüll | Scholderup | Schollene | Schonach | Schondorf | Schondra | Schongau | Schonungen | Schopfheim | Schopfloch | Schopp | Schorfheide | Schorndorf | Schorndorf-Schornbach | Schorndorf-Weiler | Schornsheim | Schorssow | Schortens | Schortens-Heidmühle | Schortens-Middelsfähr | Schortens-Sillenstede | Schortens/Sillenstede | Schossin | Schotten | Schramberg | Schramberg-Sulgen | Schramberg-Waldmössingen | Schraplau | Schriesheim | Schriesheim-Altenbach | Schrobenhauen | Schrobenhausen | Schrobenhausen-Mühlried | Schrozberg | Schröding | Schuld | Schulzendorf | Schuttertal-Dörlinbach | Schutz | Schwaan | Schwabach | Schwabenheim | Schwabhausen | Schwabmünchen | Schwabstedt | Schwaig | Schwaigern | Schwaikheim | Schwalbach | Schwalbach-Hülzweiler | Schwallbach | Schwalmstadt | Schwalmstadt-Treysa | Schwalmtal | Schwalmtal-Waldniel | Schwanau | Schwandorf | Schwanebeck | Schwanewede | Schwanewede-Neuenkirchen | Schwanfeld | Schwangau | Schwanheim | Schwanstetten | Schwarme | Schwarmstedt | Schwartbuck | Schwarz | Schwarzach | Schwarzatal-Mellenbach | Schwarzen | Schwarzenbach | Schwarzenbach/Saale | Schwarzenbach/Wald | Schwarzenbek | Schwarzenberg | Schwarzenberg-Erla | Schwarzenberg/Erz. | Schwarzenborn | Schwarzenbruck | Schwarzenfeld | Schwarzheide | Schwarzwald-Baar-Kreis | Schwebheim | Schwedelbach | Schwedt | Schwedt/Oder | Schwegenheim | Schweich | Schweigen-Rechtenbach | Schweighofen | Schweindorf | Schweinfurt | Schweinitz | Schweisweiler | Schweitenkirchen | Schwelm | Schwendi | Schwendi-Schönebürg | Schwenningen | Schwentinental | Schwentinetal | Schweppenhausen | Schwerin | Schwerin-Neumühle | Schwerin-Wickendorf | Schweringen | Schwerte | Schwesing | Schwetzingen | Schwichtenberg | Schwieberdingen | Schwielochsee | Schwielochsee-Jessern | Schwielowsee | Schwienau | Schwifting | Schwindegg | Schwinge | Schwoitsch | Schwollen | Schwäbich | Schwäbisch | Schwärzelbach | Schwülper | Schäftlarn | Schäftlarn-Ebenhausen | Schöffengrund | Schöfweg | Schöllkrippen | Schöllnach | Schömberg | Schömberg-Langenbrand | Schömberg-Schörzingen | Schömerich | Schönaich | Schönau | Schönau-Berzdorf | Schönbach | Schönberg | Schönberger | Schönborn | Schönborn-Dreiwerden | Schönbrunn | Schönbrunn-Moosbrunn | Schöndorf | Schönebeck | Schöneberg | Schöneberg/ | Schönebürg | Schöneck | Schöneck-Büdesheim | Schöneck/Vogtland | Schönefeld | Schöneiche | Schönenberg-Kübelberg | Schönermark | Schönewalde | Schönfeld | Schönfließ | Schöngeising | Schönhausen | Schönheide | Schöningen | Schönkirchen | Schönow | Schönsee | Schönstedt | Schöntal | Schönwald | Schönwalde | Schönwalde-Glien | Schönwölkau | Schöppenstedt | Schöppenstedt-Schliestedt | Schöppingen | Schörzingen | Schülldorf | Schüller | Schülp | Schürdt | Schüttorf | Sebnitz | Seck | Seckach | Seddiner | Sedelsberg | Seebad | Seebenau | Seebruck | Seeburg | Seedorf | Seefeld | Seeg | Seega | Seegebiet | Seehausen | Seeheim | Seeheim-Jugenheim | Seeheim-Jugenheim/OT | Seehof | Seeland | Seelbach | Seelen | Seelingstädt | Seelitz | Seelow | Seelse | Seelze | Seeon-Roitham | Seesen | Seesen-Mechtshausen | Seesen-Rhüden | Seeshaupt | Seeth | Seevetal | Seevetal-Maschen | Seewald | Seewald-Besenfeld | Segeberg | Segeletz | Seggebruch | Sehlem | Sehlen | Sehlendorf | Sehmatal | Sehmatal-Sehma | Sehnde | Sehnde-Klein | Seibersbach | Seiffen | Seifhennersdorf | Seinsfeld | Seitingen- | Seitingen-Oberflacht | Selb | Selbitz | Selent | Selfkant | Selfkant-Millen | Seligenstadt | Selke-Aue | Sellin | Selm | Selm-Bork | Selm-Cappenberg | Selmsdorf | Selsingen | Selters | Selters-Niederselters | Selters-Ortsteil | Selters/ | Selzen | Sembach | Semlow | Semmenstedt | Senden | Sendenhorst | Senftenberg | Sengenthal | Senheim | Sensweiler | Senzig | Sereetz | Serrig | Sersheim | Sessenbach | Seth | Setzingen | Seubersdorf | Seukendorf | Seulingen | Sevelen | Sexau | Seybothenreuth | Seyda | Sibbesse | Siberatsweiler | Sickingen | Sickte | Siebeldingen | Siebenbäumen | Siebenmorgen | Siedenbollentin | Siedenbrünzow | Siedenburg | Siefersheim | Siegbach | Siegbach-Oberndorf | Siegburg | Siegelbach | Siegen | Siegen-Mudersbach | Siegenburg | Siegsdorf | Siegsdorf-Hammer | Siek | Sielenbach | Sielow | Sien | Sierksdorf | Sierksrade | Sietow | Sievershütten | Sigmaringen | Sigmaringen-Jungnau | Sigmaringendorf | Sigmarszell | Silberstedt | Sillerup | Simbach | Simmelsdorf | Simmerath | Simmerath-Hammer | Simmerath-Rurberg | Simmerath-Strauch | Simmern | Simmern/Hunsrück | Simmersfeld | Simmozheim | Simonsberg | Simonswald | Sindelfingen | Sindringen-Forchtenberg | Singen | Singhofen | Sinn | Sinntal | Sinntal-Jossa | Sinsheim | Sinsheim-Ehrstädt | Sinsheim-Eschelbach | Sinspelt | Sinzheim | Sinzig | Sinzing | Sippersfeld | Sittensen | Sitters | Soderstorf | Soest | Sohland | Sohren | Sohrschied | Solingen | Solingen-Dorp | Solingen-Ohligs | Sollerup | Solln | Sollstedt | Sollwitt | Solms | Solms-Oberbiel | Solnhofen | Soltau | Soltendieck | Sommerfeld | Sommerland | Sommersdorf | Sommersdorf-Marienborn | Sondershausen | Sonneberg | Sonnefeld | Sonnen | Sonnenberg | Sonnenbühl-Genkingen | Sonnenschied | Sonnewalde | Sonsbeck | Sontheim | Sonthofen | Sontra | Sophienhamm | Sophienhof | Sottrum | Soyen | Soßmar | Spabrücken | Spahnharrenstätte | Spaichingen | Spalt | Spalt-Großweingarten | Spangdahlem | Spangenberg | Spantekow | Spardorf | Sparneck | Spay | Spechbach | Speicher | Speichersdorf | Spelle | Spenge | Spesbach | Spessart | Speyer | Spiegelau | Spiegelberg | Spiesen | Spiesen- | Spiesen-Elversberg | Spiesheim | Sponheim | Spornitz | Spraitbach | Sprakensehl | Spree-Neiße-Dissen-Striesow | Spreetal | Spremberg | Sprendlingen | Springe | Springe-Völksen | Sprockhövel | St | St. | St.Ingbert | St.Ingbert-Rohrbach | St.Katharinen | St.Leon-Rot | St.Wendel | Stade | Stade-Wiepenkathen | Stadland | Stadland-Norderschwei | Stadtallendorf | Stadtbergen | Stadthagen | Stadthagen-Krebshagen | Stadtilm | Stadtkyll | Stadtland | Stadtlauringen | Stadtlohn | Stadtlohn-Wenningfeld | Stadtoldendorf | Stadtroda | Stadtsteinach | Stadtverband | Stadum | Stahlberg | Stahlhofen | Stahnsdorf | Stahringen | Staig | Staig-Steinberg | Stammbach | Stammham | Stapel | Stapelfeld | Starkenberg | Starkenburg | Starnberg | Starzach | Starzach-Wachendorf | Stassfurt | Staucha | Staudernheim | Staufen | Staufenberg | Staufenberg-Daubringen | Staufenberg-Spiekershausen | Stavenhagen | Stavern | Staßfurt | Staßfurth | Stederdorf | Stedesand | Stedten | Steffenberg | Steffenshagen | Stegaurach | Stegen | Steigen | Steigra | Steimel | Steimke | Stein | Steinach | Steinau | Steinau-Marborn | Steinbach | Steinbach-Hallenberg | Steinberg | Steinbergkirche | Steinburg | Steindorf | Steinebach | Steinebach/Wörthsee | Steinefrenz | Steinen | Steinen-Lehnacker | Steinenbronn | Steinenstadt | Steineroth | Steinfeld | Steinfurt | Steinfurt-Borghorst | Steingaden | Steinhagen | Steinhagen-Brockhagen | Steinhagen-Zentrum | Steinhausen | Steinheid | Steinheim | Steinheim- | Steinheim-Sandebeck | Steinhorst | Steinhude | Steinhöfel | Steinhöring | Steinigtwolmsdorf | Steiningen | Steinkirchen | Steinmauern | Steinpleis | Steinthaleben | Steinweiler | Steinwenden | Steinwiesen | Stelle | Stelzenberg | Stemshorn | Stemwede | Stendal | Stephanskirchen | Steppach | Sternberg | Sternebeck | Sternenfels | Sterup | Stetten | Stettfeld | Steutz | Steyerberg | Stipshausen | Stockach | Stockdorf | Stockelsdorf | Stockheim | Stockstadt | Stockum-Püschen | Stoetze | Stolberg | Stolberg-Donnerberg | Stolk | Stollberg | Stolpe | Stolpen | Stolzenau | Stolzenhagen | Storbeck-Frankendorf | Storkow | Straelen | Straeten | Strahwalde | Stralendorf | Stralsund | Strasburg | Straubehardt-Conweiler | Straubenhardt | Straubing | Straufhain/Linden | Straupitz | Strausberg | Straußfurt | Straußhof | Straßberg | Straßenhaus | Straßkirchen | Straßlach | Straßlach-Dingharting | Strehla | Streithausen | Striegistal | Stromberg | Strotzbüsch | Struckum | Strullendorf | Struppen | Struxdorf | Ströbeck | Stubben | Stuer | Stuhr | Stuhr-Heiligenrode | Stuhr-Neukrug | Stutensee | Stutensee- | Stuttgart | Stuttgart- | Stuttgart-Degerloch | Stuttgart-Vaihingen | Stuttgart-Zazenhausen | Stuttgart_Plieningen | Stuvenborn | Stätzling | Stöckse | Stödtlen | Stönitz | Stößen | Stüde | Stüdenitz | Stüdenitz-Schönermark | Stühlingen | Stützengrün | Suckow | Suderburg | Sugenheim | Suhl | Suhlendorf | Sukow-Levitzow | Suldzorf | Sulingen | Sulmingen | Sulz | Sulzbach | Sulzbach-Laufen | Sulzbach-Rosenberg | Sulzbach/Murr | Sulzbach/Saar | Sulzfeld | Sulzheim | Sundern | Sundhagen | Surberg | Surwold | Sustrum | Swistal-Odendorf | Swisttal | Swisttal-Buschhoven | Swisttal-Odendorf | Syke | Syke-Barrien | Sylt | Sylt-Ost | Sylt/ | Sylt/Archsum | Sylt/OT | Syrau | Syrgenstein | Sächsische | Söchtenau | Sögel | Söhlde | Söhrewald | Sölden | Sömmerda | Sörup | Sötern | Südbrookmerland | Süderbrarup | Süderdeich | Süderende | Süderfahrenstedt | Südergellersen | Süderhackstedt | Süderhastedt | Süderheistedt | Süderholz | Süderlügum | Süderstapel | Südharz | Südkirchen | Südliches | Südlohn | Südlohn-Oeding | Südwinsen | Sülfeld | Sülzetal | Süplingen | Süpplingenburg | Süsel | Süsterseel | Süttorf | Süßen | Taarstedt | Taben-Rodt | Tacherting | Talhausen | Talheim | Talkau | Talling | Tambach | Tamm | Tamm-Hohenstange | Tandern | Tangerhütte | Tangermünde | Tangstedt | Tann | Tanna | Tanne | Tannenberg | Tantow | Tapfheim | Tappenbeck | Tarmstedt | Tarnow | Tarp | Tarthun | Tastrup | Tating | Taubenheim | Tauberbischofsheim | Taucha | Tauche | Tauer | Taufkirchen | Taufkirchen/ | Taunusstein | Taunusstein-Hahn | Taunusstein-Wehen | Taura | Tautenhain | Techentin | Tecklenburg | Tecklenburg-Stadt | Tegernheim | Tegernsee | Teichwitz | Teisendorf | Teising | Teisnach | Telgte | Tellig | Tellingstedt | Teltow | Teltow-Fläming-Blankenfelde-Mahlow | Temmen-Ringenwalde | Temnitzthal | Templin | Tengen | Teningen | Teningen-Nimburg | Tennenlohe | Tensbüttel-Röst | Tespe | Tessenow | Tessin | Testorf-Steinfort | Tetenbüll | Tetenhusen | Teterow | Tettau | Tettenweis | Tettnang | Teublitz | Teuchern | Teunz | Teupitz | Teuschnitz | Teutschenthal | Teutschenthal/Angersdorf | Tewswoos | Teßmannsdorf | Thaden | Thaining | Thale | Thaleischweiler | Thaleischweiler-Fröschen | Thalfang | Thalfang-Bäsch | Thalhausen | Thalheim | Thalheim/Erzgebirge | Thallwitz | Thalmassing | Thalmässing | Thannhausen | Thanstein | Tharandt | Thekla | Themar | Theres | Thiede | Thierhaupten | Thiersheim | Thierstein | Thiessow | Tholey | Tholey-Neipel | Thomasburg | Threna | Thum | Thumby | Thundorf | Thurmansbang | Thyrnau | Thüngen | Thüngersheim | Thüringen | Tiddische | Tiefenbach | Tiefenbach-Ast | Tiefenbronn | Tiefenbronn- | Tiefenbronn-Lehningen | Tiefenort | Tiefensee | Tiefenthal | Tielen | Tierhaupten | Timmendorfer | Timmenrode | Tinnum | Tirpersdorf | Tirschenreuth | Titisee-Neustadt | Titting | Tittling | Tittmoning | Titz | Titz-Ameln | Todenbüttel | Todendorf | Todenroth | Todesfelde | Todtenweis | Todtmoos | Todtnau | Tolk | Tollwitz | Tonna | Toppenstedt | Torgau | Torgelow | Tornesch | Tostedt | Tosterglope | Traben | Traben-Trabach | Traben-Trarbach | Trabitz | Train | Traitsching | Tralau | Tramm | Trappenkamp | Trassem | Trassenheide | Trauchgau | Traumhaftes | Traunreut | Traunstein | Traunwalchen | Trautskirchen | Travemünde | Travenbrück | Traventhal | Trebbichau | Trebbin | Trebel | Treben | Trebendorf | Trebgast | Trebsen | Trebsen/Mulde | Trebur | Trebur-Astheim | Trechtingshausen | Treffelstein | Treffurt | Treffurt/OT | Treia | Treis-Karden | Tremsbüttel | Tremsdorf | Trendelburg | Trennewurth | Trent | Treseburg | Treuchtlingen | Treuen | Treuenbrietzen | Triberg | Tribseer | Tribsees | Triefenstein | Trier | Trier-Irsch | Trierweiler | Triftern | Trillfingen | Trimbs | Trinum | Trippstadt | Trittau | Trittenheim | Trochtelfingen | Trochtelfingen-Steinhilben | Trogen | Troisdorf | Troisdorf-Bergheim | Troisdorf-Sieglar | Trossin | Trossingen | Trostberg | Trulben | Trusetal | Tröndel | Tröstau | Tschernitz | Tschirn | Tucheim | Tuchenbach | Tuningen | Tuntenhausen | Turnow-Preilack | Tussenhausen | Tutow | Tuttlingen | Tutzing | Tutzingen | Twedt | Twist | Twistringen | Töging | Tönisvorst | Tönning | Töpchin | Töpen | Tübingen | Tüddern | Tülau | Tülau-Voitze | Türkenfeld | Türkheim | Türkheim-Irsingen | Tüßling | Ubstadt-Weiher | Uchte | Uckerfelde | Uckerland | Udenheim | Udler | Uebigau | Uebigau-Wahrenbrück | Uebigau-Warenbrück | Uecker-Randow | Ueckermünde | Uedem | Uehlfeld | Uehrde | Uelitz | Uelsen | Uelversheim | Uelvesbüll | Uelzen | Uelzen-Veerssen | Uersfeld | Uetersen | Uettingen | Uetze | Uetze-Dollbergen | Uffenheim | Uffing | Uhingen | Uhldingen | Uhldingen-Mühlhofen | Uhler | Uhlstädt-Kirchhasel | Uichteritz | Ulm | Ulm-Eggingen | Ulmen | Ulmet | Ulrichstein | Ulrichstein/Helpershain | Ulsnis | Umkirch | Ummanz | Ummendorf | Ummern | Undeloh | Undenheim | Undorf | Unkel | Unna | Unnau | Unterbreizbach | Unterdietfurt | Unterdießen | Unteregg | Untereisesheim | Unterensingen | Untereurach | Unterföhring | Untergiesing-Harlaching | Untergriesbach | Untergruppenbach | Untergöhren | Unterhaching | Unterkirnach | Unterloquitz | Unterlüss | Unterlüß | Untermeitingen | Untermeitingen/Lagerlechfeld | Untermünkheim | Unterneukirchen | Unterpfaffenhofen | Unterriexingen | Unterschleißheim | Unterschneidheim | Untersiemau | Unterspreewald | Unterthingau | Unterwössen | Untrasried | Unzenberg | Upahl | Upgant-Schott | Uphusum | Uplengen | Urbach | Urbach/ | Urbar | Urmersbach | Ursberg | Urspringen | Usedom | Usingen | Uslar | Ustersbach | Utecht | Utersum | Uthleben | Uthlede | Uthmöden | Utscheid | Uttenreuth | Uttenweiler | Utting | Uttlau | VG | VS-Schwenningen | VS-Weigheim | Vachdorf | Vahlbruch | Vahlde | Vaihingen | Vaihingen/Enz | Vallendar | Valley | Valluhn | Varel | Vastorf | Vaterstetten | Vaterstetten-Baldham | Vechelde | Vechelde-Liedingen | Vechta | Veckenstedt | Vehlefanz | Vehlow | Veitsbronn | Veitshöchheim | Velbert | Velburg | Velden | Veldenz | Velgast | Vellahn | Vellberg | Vellmar | Velpke | Velpke-Meinkot | Velten | Veltheim | Vendersheim | Vennikel | Verchen | Verden | Veringenstadt | Verl | Versmold | Vetschau | Vettelschoß | Vettweiss | Vettweiß | Victorbur | Viechtach | Vielbach | Vielbaum | Vielist | Vielitz | Vienau | Vienenburg | Vienenburg-Weddingen | Viereck | Vieregge | Viereth | Vierhausen | Vierherrenborn | Vierkirchen | Vierlinden | Vierlinden/OTNeutempel | Viernheim | Viersen | Vilgertshofen | Vilingen | Villenbach | Villingen | Villingen-Schwenningen | Villingendorf | Villmar | Villmar-Aumenau | Villmar-Weyer | Villmar/ | Vilsbiburg | Vilseck | Vilsheim | Vilshofen | Vinningen | Vipperow | Virneburg | Visselhövede | Vitzenburg | Viöl | Vlotho | Voerde | Voerde-Spellem | Vogach | Vogelsdorf | Vogt | Vogtsburg | Vohburg | Vohburg-Ortsteil | Vohenstrauß | Voigtsdorf | Voigtstedt | Volkenschwand | Volkertshausen | Volkesfeld | Volkmarsen | Vollersode | Vollerwiek | Volsemenhusen | Volxheim | Vorbach | Vorbeck | Vorderweidenthal | Vordorf | Vorsfelde | Vorwerk | Vossenack | Vreden | Vrees | Vögelsen | Vöhl | Vöhl-Buchenberg | Vöhrenbach | Vöhringen | Völkersbach | Völklingen | Völkshagen | Völpke | Völschow | Vörstetten | Waabs | Waakirchen | Wabern | Wachau | Wachenheim | Wachenroth | Wachtberg | Wachtberg-Ließem | Wachtberg-Pech | Wachtberg-Villiprott | Wachtendonk | Wackernheim | Wackerow | Wackersdorf | Waddeweitz | Wadern | Wadern-Wadrill | Wadersloh | Wadgassen | Wadgassen-Differten | Wadgassen-Werbeln | Waffenbrunn | Wagenfeld | Waghäusel | Waghäusel-Kirrlach | Waghäusel-Wiesental | Waging | Wahlen | Wahlheim | Wahlitz | Wahlstedt | Wahrenholz | Waiblingen | Waibstadt | Waibstadt-Daisbach | Waidhofen | Waigandshain | Waischenfeld | Wakendorf | Walchum | Wald | Wald-Michelbach | Waldachtal | Waldachtal-Salzstetten | Waldalgesheim | Waldaschaff | Waldau | Waldbreitbach | Waldbronn | Waldbrunn | Waldbrunn-OT | Waldbröl | Waldbunn | Waldburg | Waldböckelheim | Walddorfhäslach | Waldeck | Waldems | Waldenbuch | Waldenburg | Waldersee | Waldershof | Waldesch | Waldfeucht | Waldfeucht-Hontem | Waldfischbach-Burgalben | Waldhambach | Waldhausen | Waldheim | Waldhufen | Waldkappel | Waldkappel-Hartmutsachsen | Waldkirch | Waldkirchen | Waldkraiburg | Waldleiningen | Waldmohr | Waldmünchen | Waldniel-Ungerath | Waldorf | Waldrach | Waldrohrbach | Waldsee | Waldshut | Waldshut-Tiengen | Waldsieversdorf | Waldsolms | Waldsteinberg | Waldstetten | Waldweiler | Walheim | Walkendorf | Walkenried | Walkertshofen | Wallau | Walldorf | Walldürn | Walle | Wallenborn | Wallenfels | Wallenhorst | Wallerfangen | Wallerfangen-Gisingen | Wallerfangen-Kerlingen | Wallersdorf | Wallerstein | Wallertheim | Wallgau | Wallhalben | Wallhausen | Wallmenroth | Wallmerod | Wallsbüll | Wallscheid | Wallstawe | Walluf | Walluf-Oberwalluf | Wallwitz | Walmerod | Walow | Walpertskirchen | Walsheim | Walsleben | Walsrode | Waltenhofen | Walternienburg | Walterschen | Waltersdorf | Waltershausen | Waltrop | Walzbachtal | Walzbachtal-Jöhlingen | Wandersleben | Wanderup | Wandlitz | Wanfried | Wang | Wangelnstedt | Wangen | Wangerland | Wangerland/ | Wangerland/Tettens | Wangerooge | Wankendorf | Wanna | Wanngen | Wannweil | Wanzleben | Wanzleben-Börde | Wapelfeld | Warberg | Warbsen | Warburg | Warburg- | Wardenburg | Wardow | Waren | Waren-Müritz | Warendorf | Warin | Warlitz | Warmensteinach | Warmsroth | Warnau | Warnemünde | Warnow | Warpe | Warstein | Warstein- | Wartenberg | Warthausen | Wartmannsroth | Wartmannsroth-OT | Wasbek | Wasbüttel | Wasenbach | Wassenberg | Wassenberg-Myhl | Wasserburg | Wasserkoog | Wasserlosen | Wasungen | Wathlingen | Wattenbek | Wattenheim | Watzerath | Wawern | Waxweiler | Webelsfelde | Wechselburg | Wedderstedt | Weddingstedt | Wedel | Wedel-Schulau | Wedemark | Wedemark-Brelingen | Wedendorf | Weener | Weeze | Wefensleben | Weferlingen | Wegberg | Wegberg-Arsbeck | Wegberg-Beeck | Wegberg-Dalheim | Wegberg-Klinkum | Wegeleben | Weggun | Wehingen | Wehr | Wehretal | Wehrheim | Wehrheim-Obernhain | Wehringen | Weida | Weiden | Weidenbach | Weidenberg | Weidenhahn | Weidenstetten | Weidenthal | Weidhausen | Weiding | Weiersbach/Daun | Weikersheim | Weil | Weilar | Weilbach | Weilburg | Weilburg- | Weilburg-Hirschhausen | Weiler | Weiler-Simmerberg | Weilerbach | Weilerswist | Weilheim | Weilheim-Bannholz | Weilimdorf | Weilmünster | Weilmünster- | Weilmünster-Laubuseschbach | Weilmünster/ | Weilrod | Weilrod-Alweilnau | Weilrod-Riedelbach | Weiltingen | Weimar | Weimar/ | Weinbach | Weinbach-Blessenbach | Weinbach-Edelsberg | Weinbergen | Weinböhla | Weingarten | Weinheim | Weinheim-Sulzbach | Weinolsheim | Weinsberg | Weinsheim | Weinstadt | Weinstadt-Beutelsbach | Weinähr | Weira | Weischlitz | Weisdin | Weisel | Weisen | Weisenbach | Weisendorf | Weisenheim | Weiskirchen | Weiskirchen-Weierweiler | Weismain | Weissach | Weissach-Flacht | Weissenstadt | Weitendorf | Weitersborn | Weitersburg | Weiterstadt | Weiterstadt-Gräfenhausen | Weitersweiler | Weitnau | Weitramsdorf | Weißandt-Gölzau | Weißbach | Weißdorf | Weißenberg | Weißenborn | Weißenborn-Rambach | Weißenburg | Weißenfels | Weißenfels/OT | Weißenhorn | Weißensee | Weißenstadt | Weißenthurm | Weißwasser | Welden | Welle | Wellen | Wellendingen | Wellheim | Wellheim-Konstein | Wellsee | Welmbüttel | Welschbillig | Welschingen | Welschneudorf | Welsleben | Welt | Weltersburg | Welver | Welzheim | Welzow | Wemding | Wemmetsweiler | Wendeburg | Wendehausen | Wendelsheim | Wendelstein | Wenden | Wendener | Wendisch | Wendlingen | Wendtorf | Wenkheim | Wennigsen | Wenningstedt | Wenningstedt-Braderup | Wensin | Wentorf | Wentow | Wenzenbach | Wenzendorf | Wenzendorf-Dierstorf | Wenzlow | Werbach-Niklashausen | Werda | Werdau | Werder | Werder/ | Werder/Havel | Werdohl | Werdum | Werl | Werl-Hilbeck | Werlaburgdorf | Wermelskirchen | Wermsdorf | Wernau | Wernberg-Köblitz | Wernburg | Werne | Wernersberg | Werneuchen | Wernfels | Wernigerode | Werningshausen | Wernitz | Werpeloh | Werra-Suhl-Tal | Werra-Suhl-Tal/OT | Wershofen | Wertach | Wertheim | Wertheim-Lindelbach | Werther | Wertingen | Wertingen-Gottmannshofen | Wesel | Wesel- | Weselberg | Weselsdorf | Wesenberg | Wesendorf | Wesermarsch | Wesertal-Heisebeck | Wesselburen | Wesseling | Wesseling-Urfeld | Wesseln | Westendorf | Westensee | Wester-Ohrstedt | Westerbergen | Westerburg | Westerdeichstrich | Westeregeln | Westergellersen | Westerheim | Westerhever | Westerholt | Westerholz | Westerhorn | Westerkappeln | Westerland | Westermoor | Westermoordorf | Westerngrund | Westernohe | Westerrade | Westerrönfeld | Westerstde | Westerstede | Westerstede-Ocholt | Westervesede | Westerweyhe | Westfeld | Westhausen | Westheim | Westhofen | Westoverledingen | Wethau | Wettenberg | Wettenbostel | Wetter | Wetterzeube | Wettin | Wettin-Löbejün | Wettmershagen | Wettringen | Wettringen-Haddorf | Wettrup | Wettstetten | Wetzlar | Wetzlar-Naunheim | Wetzlar-Steindorf | Wewelsfleth | Weyer | Weyerbusch | Weyhausen | Weyhe | Weyhe-Leeste | Weßling | Wickede | Wickendorf | Wickerstedt | Widdern | Widdersdorf | Wiebelskirchen | Wiebelskirchen-Neunkirchen | Wieck | Wied | Wieda | Wiedemar | Wiedensahl | Wiedergeltingen | Wiefelstede | Wiehe | Wiehl | Wiehl-Bielstein | Wiek | Wielenbach | Wiemersdorf | Wiemerstedt | Wienhausen | Wienhausen-Oppershausen | Wienrode | Wiepke | Wiernsheim | Wiernsheim-Iptingen | Wiernsheim-Pinache | Wiesau | Wiesbach | Wiesbaden | Wiesbaden-Bierstadt | Wiesbaden-Frauenstein | Wiesbaden-Igstadt | Wiesbaden-Sonnenberg | Wiesbaum | Wiesen | Wiesenau | Wiesenaue | Wiesenbach | Wiesenburg | Wiesenburg/Mark | Wiesenena | Wiesengrund | Wiesensteig | Wiesenstetten | Wiesent | Wiesentheid | Wiesloch | Wiesloch-Baiertal | Wiesmoor | Wiesoppenheim | Wiesthal | Wiesweiler | Wietmarschen | Wietze | Wietzen | Wietzendorf | Wilburgstetten | Wildau | Wildberg | Wildberg-Effringen | Wildberg-Gültlingen | Wilde | Wildeck | Wildeck-Bosserode | Wildemann | Wildenfels | Wildenhain | Wildeshausen | Wildflecken | Wilgartswiesen | Wilhelmsburg | Wilhelmsdorf | Wilhelmsfeld | Wilhelmshaven | Wilhelmshaven-Aldenburg | Wilhelmshaven-Coldewei-Himmelreich | Wilhelmshaven-Heppens | Wilhelmshaven-Sengwarden | Wilhelmshaven-Voslapp | Wilhelmshorst | Wilhelmsthal | Wilhemsburg | Wilhermsdorf | Wilkau-Hasslau | Wilkau-Haßlau | Willanzheim | Willebadessen | Willich | Willich-Anrath | Willingen | Willingen-Bömighausen | Willingrade | Willingshausen | Willmenrod | Willmering | Willroth | Willstätt | Willstätt-Eckartsweier | Willstätt-Hesselhurst | Willwerscheid | Wilnsdorf | Wilnsdorf-Oberdielfen | Wilsche | Wilsecker | Wilstedt | Wilster | Wilthen | Wiltingen | Wimmelburg | Wimsheim | Wincheringen | Windach | Windach-Schöffelding | Windbergen | Windeck | Windeck-Langenberg | Windeck-Leuscheid | Windeck-Rieferath | Windeck-Wilberhofen | Winden | Windesheim | Windhagen | Windheim | Windischeschenbach | Windischleuba | Windorf | Wingst | Winhöring | Winkel | Winkelbach | Winkelhaid | Winkelmühle | Winkelsett | Winklarn | Winklarn/Schneeberg | Winnemark | Winnenden | Winnerath | Winnert | Winnigstedt | Winningen | Winnweiler | Winsen | Winsen-Aller | Winsen-Südwinsen | Winsen/Aller | Winsen/Luhe | Winterbach | Winterberg | Winterberg-Züschen | Winterborn | Winterburg | Winterfeld | Winterlingen | Winterlingen-Harthausen | Wintermoor | Wintersdorf | Wintersheim | Winterspelt | Winterswijk | Wintrich | Wintterbergg | Winzenheim | Winzer | Wipperfürth | Wippra | Wirdum | Wirges | Wirsberg | Wirscheid | Wisch | Wischer | Wischhafen | Wismar | Wissen | Wissingen | Wistedt | Witsum | Wittdün | Wittelshofen | Witten | Wittenbeck | Wittenberg | Wittenberge | Wittenborn | Wittenburg | Wittenburg/Körchow | Wittendörp | Wittenförden | Witterda | Wittgensdorf | Wittichenau | Wittighausen | Wittingen | Wittingen-Knesebeck | Wittislingen | Wittlich | Wittlingen | Wittmar | Wittmund | Wittstedt | Wittstock | Wittstock/ | Wittstock/Dosse | Witzenhausen | Witzhave | Witzin | Witzleben | Witzwort | Wißmannsdorf | Wißmar | Wobbenbüll | Woez | Wohlbach | Wohlde | Wohlenberg | Wohltorf | Wohratal | Wolde | Woldegk | Woldert | Wolfach | Wolfegg | Wolfen | Wolfenbüttel | Wolfersdorf | Wolferstedt | Wolfhagen | Wolfhagen-Altenhasungen | Wolframs-Eschenbach | Wolfratshausen | Wolfsburg | Wolfsburg-Detmerode | Wolfsburg-Ehmen | Wolfsburg-Reislingen | Wolfsburg-Wendschott | Wolfschlugen | Wolfshagen | Wolfstein | Wolgast | Wolkramshausen | Wollershausen | Wollin | Wolmirsleben | Wolmirstedt | Wolnzach | Wolpertshausen | Wolsdorf | Wolsfeld | Woltersdorf | Woltmershausen | Wonsheim | Worbis | Woringen | Worms | Worms-Neuhausen | Worms-Pfeddersheim | Worms-Wiesoppenheim | Worpswede | Wrangelsburg | Wrestedt | Wriedel | Wriezen | Wrisbergholzen | Wrist | Wrixum | Wrohm | Wulfen | Wulften | Wulkenzin | Wulsbüttel | Wunsiedel | Wunstorf | Wuppertal | Wurster | Wurzbach | Wurzen | Wusseken | Wust-Fischbeck | Wusterhausen | Wusterhausen/Dosse | Wusterhusen | Wustermark | Wusterwitz | Wustrow | Wustrow-Teplingen | Wutach | Wutach-Münchingen | Wutha-Farnroda | Wutöschingen | Wyk | Wächtersbach | Wäschenbeuren | Wöbbelin | Wöhrden | Wölfershausen | Wölfersheim | Wöllstadt | Wöllstein | Wölsickendorf-Wollenberg | Wölsreeg | Wörrstadt | Wört | Wörth | Wörthsee | Wülfrath | Wülknitz | Wünschendorf | Wünschendorf/Elster | Würrich | Würselen | Würzburg | Wüschheim | Wüstenrot | Wüstenselbitz | Xanten | Zabelsdorf | Zaberfeld | Zachow | Zadelsdorf | Zahna | Zahna-Elster | Zahne-Elster | Zaisenhausen | Zandt | Zapfendorf | Zappendorf | Zarnekow | Zarpen | Zarrendorf | Zarrentin | Zecherin | Zechin | Zechlinerhütte | Zedlitz | Zeesen | Zehdenick | Zehlendorf | Zehna | Zehnhausen | Zeil | Zeilarn | Zeiskam | Zeithain | Zeitlarn | Zeitz | Zell | Zell-Althaus | Zell-Merl | Zell-merl | Zella-Mehlis | Zellertal | Zeltingen-Rachtig | Zemitz | Zemmer | Zemmer-Rodt | Zempin | Zendscheid | Zenting | Zepernick | Zeppelinheim | Zerben | Zerbst | Zerbst/Anh. | Zerbst/Anhalt | Zerbst/OT | Zerf | Zernien | Zernitz-Lohm | Zerrenthin | Zeschdorf | Zetel | Zettemin | Zettlitz | Zeulenroda | Zeulenroda-Triebes | Zeuthen | Zeven | Zichow | Zickhusen | Ziegelheim | Ziegelrode | Ziegendorf | Ziegenrück | Zieko | Ziemetshausen | Zierenberg | Zierenberg- | Zierow | Ziertheim | Ziesar | Ziesendorf | Zillhausen | Zilly | Zilshausen | Zimmern | Zimmerschied | Zingst | Zinna | Zinnowitz | Zinnwald | Zinzenzell | Zirchow | Zirndorf | Zirndorf-BronnambergZirndorf | Zitta | Zittau | Zoppoten | Zorge | Zorneding | Zornheim | Zossen | Zossen/Dabendorf | Zschadraß | Zschaitz-Ottewig | Zschepplin | Zschepplitz | Zschopau | Zschorlau | Zudar | Zurow | Zusamaltheim | Zusammzell | Zusmarshausen | Zuzenhausen | Zwebendorf | Zweibrücken | Zweiflingen | Zwenkau | Zwickau | Zwiefalten | Zwiesel | Zwingenberg | Zwochau | Zwönitz | Zöblitz | Zölkow | Zörbig | Zörbig-Cösitz | Zöschen | Zöschingen | Zühlsdorf | Zülpich | Zülsdorf | Züsch | Züssow | baesweiler | bardowick | bei | berlin | bünde | castrop | cochem | coswig | deidesheim | delmenhorst | eberswalde | freiburg | friedrichsdorf | halfing | heide | hemer | hengen | herne | hockweiler | homburg | hunsrück | idstein/ | iserlohn | karlsruhe | kehl | kisdorf | kissing | knittlingen | köln | lebach | linde | lindow | meerbusch | mönchengladbach | neuenkirchen | neuenstadt | nienburg | nottuln | oberweißbach | oldenburg | paderborn | petershagen | remscheid | saarlouis | schlitz | schwalbach | sennfeld | sevelten | sinsheim | waldbronn | weickersgrüben | weiden | wismar | wolfsburg | wuppertal | zerf | zingst | zwenkau | zühlsdorf | Öbisfelde | Öhningen | Öhringen | Ölbronn | Ölbronn-Dürrn | Öpfingen | Östringen | Östringen-Odenheim | Östringen-Tiefenbach | Ötigheim | Ötisheim | Ötzingen | Übach | Übach-Palenberg | Überherrn | Überherrn-Felsberg | Überherrn-Wohnstadt | Überlingen | Üchtelhausen | Ückeritz | Üdersdorf | Ühlingen | Ühlingen-Berau | Ühlingen-Birkendorf | Ürzig | Üxheim | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated |
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| 115756801 | 518500.0 | 3.0 | 160.0 | 1200.0 | 4 | nan | nan | nan | nan | nan | nan | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.00 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.00 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 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| 37000048 | 239000.0 | 10.0 | 212.0 | 646.0 | 12 | 23.4 | 1608.0 | 788.0 | 820.0 | 69.0 | nan | 70 | 93.26 | 50.00 | 1.00 | 1.91 | 35.00 | 38.57 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 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53226 rows × 10055 columns
The dataframe now has to be converted into integer format.
The pd.to_numeric function has to be run before and after using dropna, as dropna only removes NaNs if they are integer but also changes the datatype to object again.
In [21]:
clean_df = dummydf_clean2.apply(pd.to_numeric, downcast='integer', errors='coerce')
clean_df = clean_df.dropna()
clean_df = clean_df.apply(pd.to_numeric, downcast='integer', errors='coerce')
clean_df
Out[21]:
| Kaufpreis | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | Bauernhaus | Besondere Immobilie | Bungalow | Burg/Schloss | Doppelhaushälfte | Einfamilienhaus (freistehend) | Mehrfamilienhaus | Reiheneckhaus | Reihenmittelhaus | Villa | Wohnimmobilie (sonstige) | A | A+ | B | C | D | E | F | G | H | Abbruchreif | Erstbezug | Erstbezug nach Sanierung | Gepflegt | Modernisiert | Nach Vereinbarung | Neuwertig | Renovierungsbedürftig | Saniert | Vollständig renoviert | 1058 | 1070 | 1111 | 1195 | 1245 | 1254 | 1265 | 1299 | 1309 | 1340 | 1355 | 1390 | 1400 | 1411 | 1416 | 1423 | 1426 | 1439 | 1456 | 1470 | 1480 | 1489 | 1490 | 1492 | 1496 | 1500 | 1501 | 1502 | 1503 | 1504 | 1506 | 1509 | 1513 | 1520 | 1523 | 1527 | 1530 | 1533 | 1540 | 1542 | 1549 | 1550 | 1553 | 1555 | 1556 | 1557 | 1565 | 1568 | 1569 | 1570 | 1577 | 1578 | 1580 | 1581 | 1582 | 1584 | 1590 | 1595 | 1596 | 1599 | 1600 | 1601 | 1602 | 1604 | 1606 | 1608 | 1609 | 1611 | 1614 | 1615 | 1617 | 1618 | 1620 | 1621 | 1622 | 1623 | 1625 | 1626 | 1628 | 1630 | 1634 | 1635 | 1636 | 1637 | 1639 | 1640 | 1642 | 1644 | 1645 | 1646 | 1648 | 1650 | 1652 | 1653 | 1654 | 1655 | 1660 | 1665 | 1666 | 1667 | 1670 | 1672 | 1674 | 1679 | 1680 | 1682 | 1685 | 1686 | 1687 | 1688 | 1689 | 1690 | 1691 | 1692 | 1694 | 1696 | 1697 | 1698 | 1699 | 1700 | 1701 | 1703 | 1707 | 1708 | 1710 | 1711 | 1712 | 1713 | 1714 | 1715 | 1716 | 1719 | 1720 | 1721 | 1722 | 1724 | 1725 | 1726 | 1727 | 1728 | 1729 | 1730 | 1732 | 1733 | 1735 | 1736 | 1737 | 1738 | 1739 | 1740 | 1741 | 1742 | 1743 | 1744 | 1745 | 1746 | 1747 | 1749 | 1750 | 1751 | 1752 | 1753 | 1754 | 1755 | 1756 | 1757 | 1758 | 1759 | 1760 | 1761 | 1763 | 1764 | 1765 | 1766 | 1767 | 1768 | 1769 | 1770 | 1771 | 1772 | 1773 | 1774 | 1775 | 1776 | 1777 | 1778 | 1779 | 1780 | 1781 | 1782 | 1783 | 1784 | 1785 | 1786 | 1787 | 1788 | 1789 | 1790 | 1791 | 1792 | 1793 | 1794 | 1795 | 1796 | 1797 | 1798 | 1799 | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | 1809 | 1810 | 1811 | 1812 | 1813 | 1814 | 1815 | 1816 | 1817 | 1818 | 1819 | 1820 | 1821 | 1822 | 1823 | 1824 | 1825 | 1826 | 1827 | 1828 | 1829 | 1830 | 1831 | 1832 | 1833 | 1834 | 1835 | 1836 | 1837 | 1838 | 1839 | 1840 | 1841 | 1842 | 1843 | 1844 | 1845 | 1846 | 1847 | 1848 | 1849 | 1850 | 1851 | 1852 | 1853 | 1854 | 1855 | 1856 | 1857 | 1858 | 1859 | 1860 | 1861 | 1862 | 1863 | 1864 | 1865 | 1866 | 1867 | 1868 | 1869 | 1870 | 1871 | 1872 | 1873 | 1874 | 1875 | 1876 | 1877 | 1878 | 1879 | 1880 | 1881 | 1882 | 1883 | 1884 | 1885 | 1886 | 1887 | 1888 | 1889 | 1890 | 1891 | 1892 | 1893 | 1894 | 1895 | 1896 | 1897 | 1898 | 1899 | 1900 | 1901 | 1902 | 1903 | 1904 | 1905 | 1906 | 1907 | 1908 | 1909 | 1910 | 1911 | 1912 | 1913 | 1914 | 1915 | 1916 | 1917 | 1918 | 1919 | 1920 | 1921 | 1922 | 1923 | 1924 | 1925 | 1926 | 1927 | 1928 | 1929 | 1930 | 1931 | 1932 | 1933 | 1934 | 1935 | 1936 | 1937 | 1938 | 1939 | 1940 | 1941 | 1942 | 1943 | 1944 | 1945 | 1946 | 1947 | 1948 | 1949 | 1950 | 1951 | 1952 | 1953 | 1954 | 1955 | 1956 | 1957 | 1958 | 1959 | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | A-Ebingen | AHRENSBURG | ALTENSTADT | ALZEY | Aachen | Aachen-Kornelimünster | Aachen-Walheim | Aalen | Aalen-Unterkochen | Aalen-Wasseralfingen | Aarbergen | Abbenrode | Abbesbüttel | Abenberg | Abensberg | Absberg | Abstatt | Abtsgmünd | Abtshagen | Achern | Achim | Achim-Baden | Achkarren | Achmühle | Achstetten | Acht | Achtelsbach | Achterwehr | Achtrup | Adelberg | Adelebsen | Adelheide | Adelheidsdorf | Adelmannsfelden | Adelsdorf | Adelsheim | Adelshofen | Adelsried | Adelzhausen | Adenau | Adenbüttel | Adendorf | Adenstedt | Adlkofen | Admannshagen-Bargeshagen | Adorf | Adorf/Vogtland | Aebtissinwisch | Aerzen | Affalterbach | Aglasterhausen | Ahaus | Ahaus-Ottenstein | Ahaus-Wessum | Ahausen | Ahlbeck | Ahlden | Ahlen | Ahlen-Vorhelm | Ahlerstedt | Ahlsdorf | Ahnatal | Ahnsbeck | Ahnsen | Aholfing | Aholming | Ahorn | Ahorn-Berolzheim | Ahornberg | Ahrbrück | Ahrensburg | Ahrensbök | Ahrensfelde | Ahrensfelde-Blumberg | Ahrenshagen | Ahrenshagen-Daskow | Ahrenshoop | Ahrenviöl | Ahrweiler | Aicha | Aichach | Aichhalden | Aichtal | Aichtal-Neuenhaus | Aichwald | Aichwald-Schanbach | Aidenbach | Aidlingen | Ailertchen | Ailterchen | Aindling | Aistaig | Aiterhofen | Aitrach | Aken | Albbruck | Albeck | Albersdorf | Albershausen | Albersweiler | Albertshofen | Albingshausen | Albisheim | Albstadt | Albstadt-Ebingen | Albstadt-Lautlingen | Albstadt-Onstmettingen | Albstadt-Tailfingen | Aldenhoven | Aldersbach | Aldingen | Alfdorf | Alfeld | Alfeld(Leine) | Alfeld-Brunkensen | Alfeld/Leine | Alfhausen | Alflen | Alfstedt | Alfter | Alfter-Impekoven | Alfter-Oedekoven | Alfter-Witterschlick | Algermissen | Alheim | Alheim-Heinebach | Aligse | Alikendorf | Allenbach | Allendorf | Allensbach | Alleringersleben | Allersberg | Allershausen | Alling | Allmannshofen | Allmendingen | Allmersbach | Allrode | Allstedt | Almersbach | Alpen | Alpenrod | Alpirsbach | Alsbach-Hähnlein | Alsdorf | Alsdorf-Blumenrath | Alsdorf-Zopp | Alsenz | Alsfeld | Alsheim | Alsleben | Alstätte | Alt | Alt-Glienicke | Altbach | Altbach-Losburg | Altdorf | Altdöbern | Altefähr | Alteglofsheim | Alten-Buseck | Altena | Altenahr | Altenau | Altenbeken | Altenberg | Altenberge | Altenbuch | Altenburg | Altendiez | Altendorf | Altenglan | Altengottern | Altenhausen | Altenhof | Altenholz | Altenkessel | Altenkirchen | Altenkrempe | Altenkunstadt | Altenmarkt | Altenmedingen | Altenmünster | Altenpleen | Altenriet | Altenstadt | Altenstadt-Illereichen | Altenstadt-Untereichen | Altenstadt-Waldsiedlung | Altensteig | Altensteig-Wart | Altenthann | Altentreptow | Altenwalde | Alterkülz | Alterkülz/Kastellaun | Altfraunhofen | Altgandersheim | Altheim | Altheim-Essenbach | Althengstett | Althengstett/Neuhengstett | Althenstett | Althornbach | Althütte | Althüttendorf | Altingen | Altjessnitz | Altkalen | Altlandsberg | Altlay | Altleiningen | Altlußheim | Altmannstein | Altmannstein-Mendorf | Altmärkische | Altomünster | Altranft | Altrip | Altshausen | Altstadt | Altstrelitz | Altusried | Altwigshagen | Altötting | Alzenau | Alzey | Alzey-Heimersheim | Alzey-Weinheim | Alzey-Worms | Alzheim | Am | Amberg | Amelinghausen | Amerdingen | Ammerbuch | Ammersbek | Ammerthal | Amorbach | Ampfing | Ampfurt | Ampleben | Amstetten | Amt | Amöneburg | Andechs | Anderbeck | Andernach | Angelbachtal | Angelburg | Angelburg-Lixfeld | Anger | Angermünde | Angersdorf | Anhalt-Bitterfeld | Anhausen | Ankershagen | Anklam | Ankum | Annaberg | Annaberg-Buchholz | Annaburg | Annahütte | Annweiler | Anrode | Ansbach | Antdorf | Antrifttal | Antweiler | Apelern | Apen | Apenburg | Apensen | Apfeldorf | Apfeltrach | Apolda | Appel | Appen | Appenweier | Appertshofen | Archsum | Arendsee | Aresing | Arft | Argenbühl | Argenschwang | Argenthal | Arkebek | Armstorf | Arnbruck | Arneburg | Arnsberg | Arnsberg- | Arnsberg-Arnsberg | Arnsberg-Voßwinkel | Arnschwang | Arnsdorf | Arnstadt | Arnstein | Arnstorf | Arrach | Arsten | Artern | Artern/Unstrut | Artlenburg | Arzbach | Arzberg | Arzfeld | Asbach | Asbach-Bäumenheim | Aschaffenburg | Aschau | Ascheberg | Ascheberg-Herbern | Ascheffel | Aschendorf | Aschersleben | Asendorf | Aspenstedt | Asperg | Aspisheim | Asslar | Atenstadt | Attendorn | Attenhofen | Attenkirchen | Attenweiler | Attenweiler-Rupertshofen | Atzelgift | Atzendorf | Au | Aubing | Aubstadt | Auderath | Aue | Aue- | Aue-Bad | Auen | Auenwald | Auerbach | Auerbach/Vogtland | Auernheim | Auerswalde | Auetal | Auetal-Rehren | Augsburg | Augsburg-Bärenkeller | Augustdorf | Augustusburg | Auhagen | Aukrug | Aulendorf | Aulosen | Auma | Auma-Weidatal | Aumühle | Aurach | Aurachtal | Aurich | Ausleben | Auw | Aventoft | Averlak | Axstedt | Aying | Ayl | Aystetten | Aßlar | Aßlar-Ortsteil | Aßlar-Werdorf | B | BAD | BD-Öfingen | BERLIN | Baar | Baar-Ebenhausen | Baar-Oberbaar | Babenhausen | Babensham | Bach | Bacharach | Bachhagel | Backnang | Bad | Bad-Breisig | Bad-Rippoldsau-Schapbach | Badbergen | Baddeckenstedt | Badeborn | Baden | Baden-Baden | Baden-Baden-Steinbach | Baden-Württemberg | Badendorf | Badenweiler | Badra | Baesweiler | Baesweiler-Beggendorf | Baesweiler-Setterich | Bahlingen | Bahrdorf | Bahrenborstel | Bahretal | Baienfurt | Baierbach | Baierbrunn | Baiern | Baiersbronn | Baiersdorf | Baindt | Baldham | Balesfeld | Balge | Balgheim | Balingen | Balingen-Dürrwangen | Balingen-Frommern | Balingen-Heselwangen | Balingen-Zillhausen | Balje | Ballendorf | Ballenstedt | Ballhausen | Ballrechten-Dottingen | Balve | Balzhausen | Bamberg | Bammental | Bandau | Bandekow | Bandelin | Bandenitz | Bann | Bannberscheid | Bannewitz | Barbing | Barby | Barchfeld-Immelborn | Bardowick | Barenburg | Barendorf | Bargau | Bargenstedt | Bargfeld-Stegen | Bargischow | Bargstall | Bargstedt | Bargteheide | Bargum | Barkenholm | Barleben | Barlt | Barmke | Barmstedt | Barner | Barnim-Wandlitz | Barnin | Barnitz | Barnstädt | Barntrup | Barsbek | Barsbüttel | Barsinghausen | Barsinghausen-Goltern | Barsinghausen-Kirchdorf | Barsinghausen-Langreder | Bartenshagen | Bartenshagen-Parkentin | Barth | Bartholomä | Bartow | Barum | Baruth | Baruth/Mark | Barßel | Basedow | Bassenheim | Bassum | Basthorst | Bastorf | Battenberg | Battweiler | Baumholder | Baunatal | Bautzen | Bayerbach | Bayerfeld-Steckweiler | Bayerisch | Bayern | Bayreuth | Bebenhausen | Bebra | Becherbach | Bechhofen | Bechstedt-Wagd | Bechtheim | Beckdorf | Beckedorf | Beckeln | Beckerwitz | Beckingen | Beckingen-Honzrath | Beckingen-Saarfels | Beckum | BeckumBeckum | Bedburg | Bedburg-Grottenherten | Bedburg-Hau | Bedburg-Kaster | Bedburg-Königshoven | Beedenbostel | Beelen | Beelitz | Beerfelden | Beesenstedt | Beeskow | Beetzendorf | Beetzsee | Beggerow | Behrensdorf | Behrenshagen | Behrenwalde | Beidendorf | Beidenfleth | Beiersdorf | Beiersdorf-Freudenberg | Beierstedt | Beilngries | Beilrode | Beilstein | Beimerstetten | Beindersheim | Beinerstadt | Beldorf | Belgern | Belgern-Schildau | Belgernshain | Belgershain | Bell | Bellenberg | Bellheim | Bellingen | Belm | Beltheim | Beltheim-Frankweiler | Belum | Belzig | Bempflingen | Bendestorf | Bendfeld | Bendorf | Bengel | Benitatxell | Benitz | Benneckenstein | Bennewitz | Benningen | Bensdorf | Bensheim | Bensheim-Gronau | Benthe | Bentwisch | Bentzin | Benz | Beratzhausen | Berching | Berchtesgaden | Berenbrock | Berg | Berg-Kempfenhausen | Berg/Sibichhausen | Berga | Berge | Bergen | Bergenhausen | Bergenhusen | Bergfeld | Bergheim | Bergheim-Glessen | Bergheim-Kenten | Bergheim-Quadrath-Ichendorf | Bergheim-Zieverich | Berghülen | Bergisch | Bergisch-Gladbach | Bergkamen | Bergkamen- | Bergkamen-Overberge | Bergkirchen | Berglen | Bergneustadt | Bergrheinfeld | Bergsich | Beringstedt | Berk | Berka/Werra | Berkatal | Berkenbrück | Berkheim | Berkholz-Meyenburg | Berl.10 | Berlichingen | Berlin | Berlin- | Berlin-Alt-Hohenschönhausen | Berlin-Altglienicke | Berlin-Biesdorf | Berlin-Blankenburg | Berlin-Bohnsdorf | Berlin-Buckow | Berlin-Dahlem | Berlin-Frohnau | Berlin-Gropiusstadt | Berlin-Heiligensee | Berlin-Hellersdorf | Berlin-Karolinenhof | Berlin-Karow | Berlin-Kaulsdorf | Berlin-Kladow | Berlin-Lichtenrade | Berlin-Lichterfelde | Berlin-Lichterfelde-Ost | Berlin-Mahlsdorf | Berlin-Mariendorf | Berlin-Marzahn | Berlin-Müggelheim | Berlin-Neukölln | Berlin-Niederschönhausen | Berlin-Pankow | Berlin-Rahnsdorf | Berlin-Rudow | Berlin-Spandau | Berlin-Staaken | Berlin-Steglitz | Berlin-Tegel | Berlin-Treptow | Berlin-Wannsee | Berlin-Zehlendorf | Bermatingen | Bermbach | Bermel | Bernau | Bernburg | Berndorf | Berne | Bernhardswald | Bernitt | Bernkastel | Bernkastel-Kues | Bernkastel-Wittlich | Bernried | Bernsdorf | Bernstadt | Bernstein | Bernterode | Berschweiler | Bersenbrück | Berthelsdorf | Bertsdorf-Hörnitz | Berumbur | Berwangen | Berzhahn | Berzhausen | Bescheid | Besdorf | Beselich | Beselich-Obertiefenbach | Beselin | Besigheim | Bessenbach | Bestensee | Bestwig | Betheln | Betteldorf | Bettenfeld | Bettingen | Betzdorf | Betzendorf | Betzenweiler | Betzigau | Beuren | Beutelsbach | Bevern | Beverstedt | Beverungen | Bexbach | Bexbach-Frankenholz | Bexbach-Höchen | Biberach | Biberbach | Bibertal | Bibertal-Bühl | Biblis | Bickenbach | Bidingen | Biebelried | Biebelsheim | Bieberehren | Biebergemünd | Biebergemünd-Bieber | Biebergemünd-Lanzingen | Biebertal | Biebesheim | Biedenkopf | Biedenkopf-Eckelshausen | Biedenkopf-Kombach | Biedenkopf-Wallau | Biederbach | Biederitz | Biedershausen | Bielefeld | Bielefeld-Quelle | Bielefeld-Vlotho | Biendorf | Bienenbüttel | Biere | Biersdorf | Biesdorf | Bieselsberg | Biesenthal | Biessenhofen | Bietigheim | Bietigheim-Bissingen | Bietigheim-Bissingen-Bietigheim | Billerbeck | Billigheim | Billigheim-Allfeld | Billigheim-Ingenheim | Bilsen | Bilshausen | Bilzingsleben | Bindlach | Bingen | Bingenheim | Binnen | Binsfeld | Binz | Binzen | Bippen | Birenbach | Birgel | Birgland | Birken-Honigsessen | Birkenau | Birkenau- | Birkenbeul | Birkenfeld | Birkenfeld-Gräfenhausen | Birkenheide | Birkenhördt | Birkenwerder | Birnbach | Birstein | Birstein-Lichenroth | Bischberg | Bischbrunn | Bischoffen | Bischofferode | Bischofrod | Bischofsgrün | Bischofsheim | Bischofsmais | Bischofswerda | Bisingen | Bismark | Bispingen | Bispingen-Steinbeck | Bissendorf | Bitburg | Bitterfeld | Bitterfeld-Wolfen | BitterfeldWolfen | Bittkau | Bitz | Blaichach | Blankenbach | Blankenberg | Blankenburg | Blankenfelde | Blankenfelde-Mahlow | Blankenhagen | Blankenhain | Blankenheim | Blankenheim-Lommersdorf | Blankenheim-Rohr | Blankenhof | Blankenrath | Blankensee | Blankenstein | Blaubach | Blaubeuren | Blaubeuren/OT | Blaufelden | Blaustein | Bleckede | Bleckenstedt | Bleckhausen | Bleialf | Bleicherode | Blekendorf | Bliedersdorf | Bliesdorf | Blieskastel | Blieskastel- | Blindheim | Blomberg | Blowatz | Blumberg | Blumenholz | Blunk | Blösien | Bobbau | Bobengrün | Bobenheim | Bobenheim-Roxheim | Bobenthal | Bobingen | Bobingen-Straßberg | Bobritzsch | Bobritzsch-Hilbersdorf | Bobzin | Bochin | Bocholt | Bocholt-Barlo | Bochum | Bochum-Dahlhausen | Bochum-WAT-Höntrop | Bockau | Bockenau | Bockenem | Bockenem-Ortshausen | Bockenheim | Bockhorn | Bockhorn-Ellenserdamm | Bockhorst | Bocksberg | Bodelshausen | Bodelwitz | Bodenbach | Bodenfelde | Bodenkirchen | Bodenmais | Bodenwerder | Bodenwöhr | Bodman | Bodman-Ludwigshafen | Bodnegg | Bodolz | Bogen | Bohmstedt | Bohmte | Boiensdorf | Boitze | Boitzenburg | Boizenburg | Boizenburg/Elbe | Bokel | Bokensdorf | Bokholt | Boksee | Bolanden | Boldekow | Bollendorf | Bollensen | Bollewick | Boltenhagen | Bomlitz | Bondorf | Bongard | Bonn | Bonn-Bad | Bonn-Beuel | Bonn-Friesdorf | Bonn-Lengsdorf | Bonndorf | Bonstetten | Boock | Bookholzberg | Boos | Boostedt | Bopfingen | Bopfingen/Ot | Boppard | Boppard-Weiler | Borchen | Bordesholm | Boren | Borgentreich | Borgentreich-Bühne | Borgentreich-Manrode | Borgholzhausen | Borgstedt | Borgwedel | Borken | Borken-Burlo | Borken-Gombeth | Borkenwirthe/Burlo | Borkheide | Borkow | Borkum | Borkwalde | Borler | Born | Borna | Borne | Bornhagen | Bornheim | Bornheim-Hersel | Bornheim-Sechtem | Bornhöved | Bornstedt | Borod | Borrentin | Borsdorf | Borsfleth | Borstel | Borstel-Hohenraden | Borstendorf | Borstorf | Borxleben | Bosau | Bosen | Bosenbach | Bosenbach-Friedelhausen | Bothel | Bottenbach | Bottendorf | Bottrop | Bous | Bovenden | Boxberg | Boxberg-Kupprichhausen | Boxberg-Schwabhausen | Boxberg-Untershüpf | Braak | Brachbach | Brachtal | Brachttal | Brachwitz | Brackel | Brackenheim | Brackenheim-Botenheim | Brackenheim-Meimsheim | Brackstedt | Braderup | Brahlstorf | Brake | Brakel | Brakel-Hembsen | Bramsche | Bramstedt | Bramstedtlund | Brand | Brand-Erbisdorf | Brande-Hörnerkirchen | Brandenburg | Brandenburg-Beetzsee | Brandis | Brandscheid | Brannenburg | Branschweig | Braubach | Brauneberg | Braunfels | Braunfels-Tiefenbach | Braunlage | Braunsbach | Braunsbedra | Braunschweig | Braunschweig-Hondelage | Braunschweig-Mascherode | Braunschweig-Watenbüttel | Braunsdorf | Braunshorn | Brauweiler | Brechen | Brechen-Niederbrechen | Breckerfeld | Breddin | Bredenfelde | Bredstedt | Breege | Breese | Breesen | Brehna | Breidenbach | Breidenbach-Kleingladenbach | Breidenbach-Wiesenbach | Breiholz | Breisach | Breit | Breitbrunn | Breitenbach | Breitenberg | Breitenbrunn | Breitenbrunn-Bedernau | Breitenbrunn/Erzgeb. | Breitenburg | Breitenfeld | Breitenfelde | Breitengüßbach | Breitenhagen | Breitenthal | Breitenworbis | Breitnau | Breitscheid | Breitscheidt | Breitungen | Brekendorf | Breklum | Bremen | Bremen-Kattenturm | Bremen/Alt-Osterholz | Bremen/Farge | Bremen/Hastedt | Bremen/Neue | Bremen/Walle | Bremerhaven | Bremerhaven-Wulsdorf | Bremervörde | Brenken | Brennberg | Brensbach | Brest | Breternitz | Bretleben | Bretnig | Bretnig-Hauswalde | Bretten | Bretten-Diedelsheim | Brettin | Bretzenheim | Bretzfeld | Breuberg | Breuna | Brevörde | Breydin | Brickeln | Briedel | Brielow | Brieselang | Brieskow-Finkenheerd | Brietlingen | Brietzig | Brilon | Brilon-Wald | Britz | Brockel | Brockum | Brodersby | Broderstorf | Brohl-Lützing | Brokdorf | Brokstedt | Brombachtal | Brombachtal/Böllstein | Brome | Bromskirchen | Bronkow | Brotterode-Trusetal | Bruchertseifen | Bruchhausen-Vilsen | Bruchköbel | Bruchmühlbach | Bruchmühlbach-Miesau | Bruchsal | Bruchsal-Heidelsheim | Bruchweiler | Bruchweiler-Bärenbach | Bruck | Bruckberg | Bruckmühl | Brunaschweig | Brunn | Brunnen | Brunnthal | Brunow | Brunsbek | Brunsbek-Langelohe | Brunsbüttel | Bruschied | Brusow | Bräuningshof | Bräunlingen | Bröckel | Brück | Brücken | Brüel | Brüggen | Brüggen-Born | Brüggen-Bracht | Brühl | Brühl-Rohrhof | Brünn | Brüsewitz | Brüssow | Bubenheim | Bubenreuth | Bubesheim | Bubsheim | Buch | Bucha | Buchbach | Buchberg | Buchdorf | Buchen | Buchen-Bödigheim | Buchen-Götzingen | Buchen/Hettingen | Buchenberg | Buchenberg-Kreuzthal | Buchet | Buchholz | Buchholz-Holm-Seppensen | Buchholz-Trelde | Buchloe | Buchwalde | Buckow | Budenheim | Buende | Bugewitz | Buggenhagen | Buggingen | Buggingen-Seefelden | Buisdorf | Bullay | Bullendorf/ | Bunde | Bundenbach | Bunsoh | Burbach | Burg | Burg-Parchau | Burg-Schartau | Burgau | Burgbrohl | Burgbrohl-Lützingen | Burgdorf | Burgdorf-Ehlershausen | Burgebrach | Burgen | Burgfarrnbach | Burghaslach | Burghaun | Burghausen | Burgheim | Burgkirchen | Burgkunstadt | Burglengenfeld | Burgoberbach | Burgrieden | Burgrieden-Rot | Burgschwalbach | Burgsolms | Burgstall | Burgstädt | Burgthann | Burgwald | Burgwedel | Burgwedel-Engensen | Burgwindheim | Burhave | Burkardroth | Burkardroth-OT | Burkau | Burkersdorf | Burkhardtsdorf | Burladingen | Burladingen-Gauselfingen | Burow | Burscheid | Burtenbach | Buschhoven | Buschmühlen | Buschvitz | Busdorf | Buseck | Busenberg | Busenwurth | Butjadingen | Buttstädt | Butzbach | Butzow | Buxheim | Buxtehude | Bächingen | Bäk | Bärenbach | Bärenstein | Bärnau | Bärwalde | Bärweiler | Böbing | Böbingen | Böblingen | Böbrach | Böel | Böhl-Iggelheim | Böhlen | Böhme | Böhmenkirch | Böklund | Bönebüttel | Bönen | Bönnigheim | Bönningstedt | Börde-Hakel | Bördeland | Börger | Börgerende | Börgerende-Rethwisch | Börnichen | Börnicke | Börnsen | Börwang | Börßum | Bösel | Böttingen | Bötzow | Büchel | Büchen | Büchenbach | Büchenbeuren | Büchlberg | Bückeburg | Bückeburg-Bergdorf | Büddenstedt | Büdelsdorf | Büdingen | Büdingen-Rohrbach | Büdingen-Vonhausen | Bühl | Bühl-Stadtteil | Bühlertal | Bühlertann | Bühlerzell | Bühnsdorf | Bühren | Bünde | Büren | Bürgel | Bürgeln | Bürstadt | Büschdorf | Büschfeld | Büsingen | Büsum | Büsumer | Bütlingen | Büttelborn | Büttelborn-Worfelden | Büttelkow | Bütthard | Bützow | Caan | Cadenberge | Cadolzburg | Calau | Calbe | Calberlah | Calden | Callbach | Callenberg | Calvörde | Calw | Calw-Stammheim | Cambs | Cammin | Can | Capdepera | Capelle | Cappeln | Carlow | Carlsberg | Carlsfeld | Carpin | Casekow | Castell | Castrop | Castrop-Rauxel | Cavertitz | Celle | Celle-Klein | Celle-Westercelle | Cham | Chemnitz | Chieming | Chorin | Christgrün | Christiansholm | Clausen | Clausthal | Clausthal-Zellerfeld | Claußnitz | Cleebronn | Clenze | Cloppenburg | Coburg | Cochem | Cochem-Zell | Coesfeld | Coesfeld-Lette | Colbitz | Colditz | Collenberg | Collenberg-Reistenhausen | Colmberg | Colmnitz | Contwig | Coppenbrügge | Coppengrave | Cornberg | Coswig | Cottbus | Crailsheim | Cramberg | Cramonshagen | Creglingen | Cremlingen | Creuzburg | Creußen | Crimmitschau | Crinitz | Crinitzberg | Crispendorf | Crivitz | Crostau | Crostwitz | Crottendorf | Cunewalde | Cunnersdorf | Cuxhaven | Cuxhaven-Döse | Cxuhaven | Cämmerswalde | Cölbe | Cölpin | Daaden | Dabel | Daberkow | Dachau | Dachsenhausen | Dackenheim | Dagebüll | Dahlem | Dahlem-Schmidtheim | Dahlen | Dahlenberg | Dahlenburg | Dahlewitz | Dahlheim | Dahme | Dahme-Spreewald-Eichwalde | Dahme-Spreewald-Teupitz | Dahme/Mark | Dahmen | Dahn | Dahnen | Daisendorf | Dalberg | Dalheim | Dalldorf | Dallgow | Dallgow-Döberitz | Damendorf | Damflos | Damm | Dammbach | Damme | Damp | Damsdorf | Damshagen | Dankmarshausen | Dannau | Danndorf | Dannenberg | Dannenberg-OT | Dannenbüttel | Dannenfels | Dannenwalde | Dannewerk | Dannstadt-Schauernheim | Dansenberg | Dardesheim | Dargow | Dargun | Darlingerode | Darmstadt | Darmstadt-Dieburg | Dasing | Dassel | Dassendorf | Dassow | Datteln | Dattenberg | Datzeroth | Datzetal | Daubach | Daun | Daun-Gillenfeld | Dausenau | Dautmergen | DautphetaL | Dautphetal | Dauwelshausen | Daxweiler | Dechow | Dedeleben | Dedelstorf-Allersehl | Deersheim | Deesen | Deggemdorf | Deggendorf | Deggenhausertal | Deggenhausertal-Urnau | Deggingen | Deidesheim | Deilingen | Deimberg | Deining | Deiningen | Deinste | Deisenhofen | Deisslingen-Lauffen | Deizisau | Deißlingen | Delbrück | Delingsdorf | Delitzsch | Dellfeld | Delligsen | Dellstedt | Delmenhorst | Delve | Demen | Demitz-Thumitz | Demling-Großmehring | Demmin | Denkendorf | Denklingen-Landsberg | Denkte | Densdorf | Denstorf | Dentlein | Denzlingen | Derben | Derenburg | Derental | Dermbach | Dernbach | Dersau | Derschen | Dersekow | Dersum | Dertingen | Dessau | Dessau-Roßlau | Dessau-Waldersee | Dessau_Roßlau | Dessow | Detern | Detmold | Detmold- | Detmold-Berlebeck | Detmold-Hornoldendorf | Dettelbach | Dettelbach/Bibergau | Dettenhausen | Dettenheim | Dettenheim-Liedolsheim | Dettenheim/ | Dettighofen | Dettighofen-Baltersweil | Dettingen | Dettingen/Erms | Dettmannsdorf | Deuben | Deuerling | Deuselbach | Deutsch | Deutscheinsiedel | Deutschland | Deutschland-Hirschberg | Deutschneudorf | Dexheim | Deyelsdorf | Dhronecken | Dickesbach | Didderse | Diebach | Dieblich | Dieburg | Diedersdorf | Diedesfeld | Diedorf | Diedorf-Lettenbach | Diedrichshagen | Diehsa | Diekhof | Diekholzen | Diekusen-Fahrstedt | Dielheim | Dielmissen | Diemelsee | Diemelstadt | Diemelstadt-Wrexen | Diepenau | Diepholz | Diera-Zehren | Dierbach | Dierdorf | Dierhagen | Dierscheid | Diesdorf | Dieskau | Diespeck | Diessen | Dietenheim | Dietersburg | Dietersheim | Dieterskirchen | Dietfurt | Dietingen | Dietmannsried | Dietrichingen | Dietzenbach | Dietzhausen | Dietzhölztal | Dietzhölztal-Ewersbach | Dietzhölztal-Rittershausen | Diez | Dießen | Dill | Dillenburg | Dillenburg-Donsbach | Dillenburg-Niederscheld | Dillendorf | Dillhausen | Dillingen | Dillingen/ | Dillingen/Saar | Dimbach | Dingden | Dingelstedt | Dingelstädt | Dingen | Dingolfing | Dinkelsbühl | Dinkelscherben | Dinklage | Dinslaken | Dintenhofen | Dippach | Dippmannsdorf | Dippoldiswalde | Dirmstein | Dischingen | Dissen | Dissenchen | Ditfurt | Ditscheid | Dittelbrunn | Dittelsheim-Hessloch | Dittelsheim-Heßloch | Dittenheim | Dittmannsdorf | Ditzingen | Ditzingen-Heimerdingen | Ditzingen-Schöckingen | Divitz-Spoldershagen | Dobbeln | Dobbertin | Dobbin-Linstow | Dobel | Doberlug-Kirchhain | Doberschau-Gaußig | Doberschütz | Dockweiler | Dogern | Dohma | Dohna | Dohren | Dolgesheim | Dollbergen | Dollenchen | Dollendorf | Dollerup | Dollnstein | Dombühl | Domersleben | Dommitzsch | Domsdorf | Donaueschingen | Donaustauf | Donauwörth | Donnersdorf | Donsieders | Donzdorf | Dorf | Dorfen | Dorfhain | Dorfprozelten | Dormagen | Dormagen-Rheinfeld | Dorn-Dürkheim | Dornburg | Dornburg-Camburg | Dornburg-Wilsenroth | Dorndorf | Dorndorf-Steudnitz | Dornhan | Dornhan-Marschalkenzimmern | Dornstadt | Dornstetten | Dornstetten-Aach | Dornum | Dornumersil | Dorsheim | Dorstadt | Dorsten | Dorsten-Rhade | Dortmund | Dortmund-Bittermark | Dortmund-Lütgendortmund | Dortmund-Mitte | Dotternhausen | Drage | Dragun | Drais | Drangstedt | Dransfeld | Dranske | Drebach | Drebkau | Dreetz | Drei | Dreieich | Dreieich-Dreieichenhain | Dreieichenhain | Dreifelden | Dreiheide | Dreikirchen | Dreis-Brück | Dreisen | Drelsdorf | Drensteinfurt | Drensteinfurt-Walstedde | Dreschvitz | Dresden | Drestedt | Drewin | Dreye | Drieberg | Driedorf | Drispeth | Drochtersen | Drolshagen | Droschka | Droyßig | Ducherow | Duchroth | Dudeldorf | Dudenhofen | Duderstadt | Dudweiler | Dudweiler-Herrensohr | Duggendorf | Duingen | Duisburg | Duisburg-Baerl | Duisburg-Hochheide | Dummerdorf | Dummersdorf | Dummerstorf | Dungelbeck | Dunningen | Dunsum | Dunum | Dunzweiler | Durmersheim | Durmserheim | Dutzow | Dußlingen | Dägeling | Dähre-Bonese | Dämelow | Dänischenhagen | Dänkritz | Döbbersen | Döbeln | Döbern | Döhlau | Dölbau | Döllstädt | Dömitz | Dörentrup | Dörfles-Esbach | Dörnberg | Dörnitz | Dörpen | Dörpling | Dörpstedt | Dörpum | Dörrenbach | Dörscheid | Dörth | Dörverden/ | Dörzbach | Dötlingen | Dülken | Dülmen | Dülmen-Buldern | Dümmer | Dümpelfeld | Düngenheim | Dünsen | Dürbheim | Düren | Düren-Arnoldsweiler | Düren-Birkesdorf | Düren-Hoven | Düren-Merken | Dürmentingen | Dürrenberg | Dürrlauingen | Dürrröhrsdorf-Dittersbach | Dürrwangen | Düsseldorf | Düsseldorf-Flehe | Düsseldorf-Hubbelrath | Düsseldorf-Oberkassel | Düsseldorf-Unterbach | Düsseldorf-Wersten | Düsseldorf-Wittlaer | Düvier | EICH | EUPEN | Ebelsbach | Ebenhausen | Ebensfeld | Ebenweiler | Eberbach | Eberdingen | Eberdingen-Nussdorf | Eberfing | Ebergötzen | Eberhardzell | Ebern | Ebersbach | Ebersbach- | Ebersbach-Neugersdorf | Ebersberg | Ebersdorf | Ebersried | Ebersried/ | Eberstadt | Eberswalde | Ebertshausen | Ebertsheim | Ebhausen | Ebingen | Ebrach | Ebringen | Ebsdorfergrund | Ebstorf | Echem | Eching | Echzell | Echzell-Bingenheim | Eckardroth | Eckardtshausen | Eckartsberga | Eckelsheim | Eckenroth | Eckental | Eckental-Eckenhaid | Eckernförde | Eckersdorf | Eckersweiler | Eckhorst | Ecklak | Eddelak | Edemissen | Edemissen-OT | Edenkoben | Edermünde | Edermünde-Besse | Edersleben | Edertal | Edertal-Kleinern | Edesheim | Edewecht | Edger-Eller | Ediger | Ediger-Eller | Edingen-Neckarhausen | Edling | Effeltrich | Efringen-Kirchen | Egeln | Egelsbach | Egenhausen | Egenhofen | Egestorf | Eggebek | Eggenfelden | Eggenstedt | Eggenstein | Eggenstein-Leopoldshafen | Eggenthal | Eggersdorf | Eggesin | Eggingen | Egglham | Egglkofen | Eggolsheim | Eggstedt | Eggstätt | Eging | Eglharting | Egloffstein | Eglofs | Egmating | Egweil | Ehekirchen | Ehekirchen-Weidorf | Ehingen | Ehlenz | Ehlershausen | Ehlscheid | Ehningen | Ehra | Ehra-Lessien | Ehrenkirchen | Ehringshausen | Ehringshausen-Daubhausen | Ehringshausen-Katzenfurt | Eibach | Eibau | Eibau-Neueibau | Eibelstadt | Eibenstock | Eibenstock-Wildenthal | Eich | Eichberg | Eichelhardt | Eichenau | Eichenbarleben | Eichenberg | Eichenbühl | Eichendorf | Eichenwalde | Eichenzell | Eichigt | Eichstedt | Eichstetten | Eichstätt | Eichwalde | Eickendorf | Eicklingen | Eigeltingen | Eilenburg | Eilenstedt | Eilsdorf | Eilsleben | Eime | Eimeldingen | Eimen | Eimke | Einbeck | Einbeck-Greene | Einbeck-Kreiensen | Einbeck-Salzderhelden | Einhausen | Einselthum | Einöllen | Eiselfing | Eisenach | Eisenbach | Eisenberg | Eisenberg-Steinborn | Eisenheim | Eisenhüttenstadt | Eisfeld | Eisingen | Eisleben | Eislingen | Eislingen/Fils | Eiterfeld | Eitorf | Eitting | Eixen | Ekenis | Elbe | Elbe-Parey | Elbe-Parey-Parey | Elben | Elbeu | Elbingerode | Elbtal | Elbtal-Dorchheim | Elchesheim-Illingen | Elchingen | Eldena | Eldingen | Elfershausen | Elisenau | Elkenroth | Elleben | Ellefeld | Ellenz-Poltersdorf | Ellerau | Ellerbek | Ellerhoop | Ellern | Ellgau | Ellhofen | Ellingen | Ellingstedt | Ellrich | Ellwangen | Elm | Elmenhorst | Elmenhorst-Kreis | Elmenhorst/Lichtenhagen | Elmshausen | Elmshorn | Elmstein | Elpenrod | Elpersbüttel | Elscheid | Elsdorf | Elsdorf-Westermühlen | Elsfleth | Elsfleth-Moorriem | Elskop | Elsteraue | Elsterberg | Elsterheide | Elsterwerda | Elstheide | Elstra | Elterlein | Eltmann | Eltville | Elverdissen | Elversberg | Elxleben | Elz | Elzach | Elze | Embsen | Emden | Emerkingen | Emersacker | Emkendorf | Emlichheim | Emlichheim/Grafschaft | Emmelsbüll-Horsbüll | Emmelshausen | Emmendingen | Emmendorf | Emmenhausen | Emmeningen | Emmerich | Emmerich-Elten | Emmerich-Hüthum | Emmering | Emmerke | Emmerthal | Emmerting | Emmerzhausen | Emmingen | Emmingen-Liptingen | Empfingen | Emsbüren | Emsdetten | Emseloh | Emstek | Endingen | Endschütz | Enge-Sande | Engelbrechtsche | Engelmannsreuth | Engelsberg | Engelsbrand | Engelsbrand-Grunbach | Engelsbrand-Salmbach | Engelskirchen | Engelthal | Engen | Enger | Enger-Bustedt | Engersen | Engstingen | Engstlatt | Eningen | Enkenbach | Enkenbach-Alsenborn | Enkirch | Ennepetal | Ennetach | Ennigerloh | Ensdorf | Ense | Ense-Bremen | Ensheim | Enspel | Enzen | Enzklösterle | Epenwöhrden | Epfach | Epfach-Denklingen | Epfenbach | Epfendorf | Eppelborn | Eppelheim | Eppenberg | Eppenbrunn | Eppendorf | Eppenrod | Eppertshausen | Eppingen | Eppingen-Rohrbach | Eppishausen | Eppstein | Eppstein-Niederjosbach | Erbach | Erbach-Eltville | Erbendorf | Erbes-Büdesheim | Erdeborn | Erdesbach | Erding | Erdmannhausen | Erdorf | Erdweg | Eresing | Erfde | Erftstadt | Erftstadt-Friesheim | Erftstadt-Gymnich | Erftstadt-Köttingen | Erftstadt-Lechenich | Erfurt | Erfurt-Büßleben | Erfweiler | Ergolding | Ergoldsbach | Erharting | Ering | Eriskirch | Erkelenz | Erkenbrechtsweiler | Erkheim | Erklenz | Erkner | Erkrath | Erlabrunn | Erlangen | Erlangen-Tennenlohe | Erlau | Erlbach | Erlenbach | Erlenbach-Streit | Erlenmoos | Erlensee | Erligheim | Erlingen | Ermsleben | Erndtebrück | Ernsgaden | Erolzheim | Erpel | Erpolzheim | Erwitte | Erxleben | Erzhausen | Esch | Esch/Auweiler | Eschach | Eschach-Holzhausen | Eschau | Eschau-Hobbach | Eschborn | Eschdorf | Escheburg | Eschede | Eschelbronn | Eschenbach | Eschenburg | Eschershausen | Eschlkam | Eschneburg | Eschwege | Eschweiler | Eschweiler/Rhld. | Esens | Esgrus | Eslarn | Eslohe | Espelkamp | Espenau | Essel | Esselborn | Essen | Essen-Bredeney | Essen-Rüttenscheid | Essenbach | Essenheim | Essenrode | Essingen | Esslingen | Estedt | Estenfeld | Esterwegen | Estorf | Etschberg | Ettenheim | Ettenheim-Ettenheimweiler | Etting | Ettlingen | Ettringen | Etzbach | Etzelwang | Eulenbis | Eurasburg | Euskirchen | Euskirchen-Stotzheim | Eutin | Eutingen | Eußenheim | Eußerthal | Eversen | Eversmeer | Everswinkel | Evessen | Extertal | Eydelstedt | Eyendorf | Eystrup | Eßweiler | Fahrdorf | Fahren | Fahrenbach | Fahrenzhausen | Faid | Falkenberg | Falkenberg/ | Falkenberg/Elster | Falkenfels | Falkenhain | Falkenrehde | Falkensee | Falkenstein | Falkenstein-Vogtland | Falkenstein/Harz | Falkenstein/Vogtland | Farchant | Fargau | Farnstädt | Farschweiler | Farsleben | Farven | Faulenhorst | Faßberg | Fehmarn | Fehrbellin | Feilitzsch | Feldafing | Feldatal | Feldberg | Feldberg-Falkau | Feldberger | Feldkirchen | Feldkirchen-Westerham | Felixsee | Fellbach | Fellen | Fellheim | Felsberg | Ferchland | Ferdinandshof | Fernwald | Fernwald-Steinbach | Ferschweiler | Feucht | Feuchtwangen | Feusdorf | Fichtelberg | Fichtenau | Fichtenau-Unterdeufstetten | Fichtenberg | Fichtenwalde | Fichtwald | Filderstadt | Filsen | Filsum | Fincken | Finkenbach-Gersweiler | Finne | Finnentrop | Finning | Finsing | Finsterbergen | Finsterwalde | Fintel | Firrel | Fischach | Fischbach | Fischbachau | Fischbachtal | Fischen | Fischerbach | Fischerhude-Quelkhorn | Fischingen | Fitzen | Flacht | Fladungen | Flammersfeld | Flechtingen | Fleckeby | Flein | Flemlingen | Flenbsburg | Flensburg | Flensburg/Krusau | Fleringen | Flessenow | Flieden | Flieth-Stegelitz | Flintbek | Flintsbach | Floh | Floh-Seligenthal | Flomborn | Flonheim | Florstadt | Florstadt-Stammheim | Floss | Floß | Fluorn-Winzeln | Fluterschen | Flußbach | Flöha | Flörsbachtal | Flörsbachtal-Lohrhaupten | Flörsheim | Flörsheim-Dalsheim | Fockbek | Fohren-Linden | Font | Forbach | Forchheim | Forchtenberg | Forheim | Forst | Forst/Lausitz | Forstinning | Fouquettin | Framersheim | Frammersbach | Frankelbach | Frankenau | Frankenbach | Frankenberg | Frankenberg/ | Frankenberg/Eder | Frankenberg/Sa. | Frankenblick | Frankendorf | Frankeneck | Frankenhain | Frankenhardt | Frankenheim | Frankenstein | Frankenthal | Frankenthal-Eppstein | Frankfurt | Frankfurt-Nied | Frankleben | Frankreich-Schoeneck | Frankweiler | Franzburg | Frauenberg | Frauenneuharting | Frauensee | Frauenstein | Frauenwald | Fraureuth | Frechen | Frechen- | Frechen-Königsdorf | Freckenfeld | Freden | Fredenbeck | Fredersdorf | Fredersdorf-Vogelsdorf | Fredesdorf | Frei-Laubersheim | Freiberg | Freiburg | Freiburg-St. | Freidorf | Freienbrink | Freiensteinau | Freienwill | Freigericht | Freihalden | Freihung | Freilassing | Freilingen | Freimersheim | Freinsheim | Freisen | Freising | Freistett | Freital | Freital-Pesterwitz | Frellstedt | Fremdingen | Freren | Fresendorf | Frestedt | Freudenberg | Freudenberg-Rauenberg | Freudenburg | Freudenstadt | Freudental | Freyburg | Freystadt | Freyung | Frickenhausen | Frickenhausen-Linsenhofen | Frickhofen | Frickingen | Fridingen | Fridolfing | Friedberg | Friedeburg | Friedelhausen | Friedelsheim | Friedenweiler | Friedewald | Frieding | Friedland | Friedrichroda | Friedrichsdorf | Friedrichshafen | Friedrichshof | Friedrichshofen | Friedrichsholm | Friedrichskoog | Friedrichskoog-Spitze | Friedrichsruhe | Friedrichstadt | Friedrichsthal | Frielendorf | Friesack | Friesenhagen | Friesenheim | Friesenhofen | Friesoythe | Friolzheim | Frittlingen | Fritzlar | Frohburg | Frohnau | Frohnhofen | Frohnlach | Fronhausen | Frontenhausen | Frose | Frst | Fränkisch-Crumbach | Fröndenberg | Fröndenberg/Ruhr | Fröttstädt | Fuchsstadt | Fuchstal | Fuerstenfeldbruck | Fuhlendorf | Fuhlendorf-Bodstedt | Fulda | Fuldabrück | Fuldatal | Fuldatal-Simmershausen | Furth | Furtwangen | Fußgönheim | Fußgönnheim | Föckelberg | Föhren | Förderstedt | Förste/Ostrode | Fünfseen | Fünfstetten | Fürstenau | Fürstenberg | Fürstenberg-Lichtenfels | Fürstenberg/Havel | Fürstenfeldbruck | Fürstenwalde | Fürstenwalde/Spree | Fürstenwerder | Fürstenzell | Fürstenzell-Engertsham | Fürth | Fürth-Stadeln | Füssen | GM-Hütte | Gaberndorf | Gablenz | Gablingen | Gabsen | Gachenbach | Gackenbach | Gadebusch | Gadeland | Gager | Gaggenau | Gaggenau-Ottenau | Gaiberg | Gaienhofen | Gaildorf | Gailingen | Gaimersheim | Galenbeck | Gallentin | Gallin-Kuppentin | Gallinchen | Gallmersgarten | Galmsbüll | Gammelin | Gammelsdorf | Gammelshausen | Gammertingen | Gammertingen-Neufra | Ganderkesee | Gangelt | Gangelt-Birgden | Gangelt-Schierwaldenrath | Gangkofen | Ganzig | Garbsen | Garbsen-Altgarbsen | Garbsen-Horst | Garbsen-Osterwald | Garching | Gardelegen | Garding | Garlstorf | Garmisch-Partenkirchen | Garrching | Garrel | Garrel-Beverbruch | Gars | Garstedt | Gartow | Garz | Garz/Golm | Gatersleben | Gattendorf | Gau | Gau-Algesheim | Gau-Bickelheim | Gau-Bischofsheim | Gau-Odernheim | Gauern | Gaugrehweiler | Gaukönigshofen | Gauting | Gauting-Stockdorf | Gebehofen | Gebhardshain | Gebroth | Gechingen | Gedern | Geeste | Geesthacht | Geestland | Geestland-Elmlohe | Geestland-Langen | Gefell | Gefrees | Gehlberg | Gehrde | Gehrden | Gehrweiler | Geich | Geichlingen | Geiersthal | Geilenkirchen | Geilenkirchen-Stadt | Geilnau | Geinsheim | Geisa | Geiselbach | Geiselhöring | Geiselwind | Geisenfeld | Geisenhausen | Geisenheim | Geisfeld | Geisig | Geising | Geisingen | Geislingen | Geislingen-Aufhausen | Geislingen-Erlaheim | Geithain | Geithain-Wickershain | Gelbensande | Geldern | Gelhnausen | Gellershausen | Gelnhausen | Gelnhausen-Hailer | Gelnhausen-Höchst | Gelnhausen-Meerholz | Gelsenkirchen | Gelsenkirchen-Buer | Geltendorf | Gelting | Gemeinde | Gemmingen | Gemmingen-Stebbach | Gemmrigheim | Gemünd | Gemünden | Genderkingen | Gengenbach | Genhodder | Gensingen | Genthin | Georgenberg | Georgenthal | Georgsdorf | Georgsmarienhütte | Gera | Gera-Langenberg | Gera-Wolfsgefärth | Geraberg | Gerabronn | Gerach | Gerbach | Gerbershausen | Gerbstedt | Geretsried | Gerichshain | Geringswalde | Gerlingen | Germaringen | Germaringen-Obergermaringen | Germering | Germering/Unterpfaffenhofen | Germersheim | Germersheim-Sondernheim | Gernrode | Gernsbach | Gernsbach-Hilpertsau | Gernsheim | Geroldsgrün | Gerolsbach | Gerolsheim | Gerolstein | Gerolstein-Oos | Gerolzhofen | Gersdorf | Gersfeld | Gersheim | Gerstetten | Gerstetten-Heuchlingen | Gersthofen | Gerstungen | Gerswalde | Gerwisch | Gerzen | Geschendorf | Gescher | Gescher-Hochmoor | Geschwenda | Gesees | Geseke | Geseke-Eringerfeld | Gessertshausen | Gestratz | Gettorf | Gevelsberg | Gevenich | Gevensleben | Geversdorf | Gexberg | Geyer | Gieboldehausen | Giekau | Gielde | Gielert | Gielow | Giengen | Giersleben | Giesen | Gießen | Gießen-Rödgen | Gießübel | Gifhorn | Gifhorn-Wilsche | Gifhorn/Kästorf | Gilching | Gildehaus | Gillenfeld | Gilserberg | Gimbsheim | Gimbweiler | Gingen | Gingst | Ginsheim-Gustavsburg | Ginsweiler | Girkenroth | Gladbach | Gladbeck | Gladbeck-Zweckel | Gladenbach | Glaisin | Glan-Münchweiler | Glandorf | Glasau | Glashuetten | Glashütte | Glashütte-Johnsbach | Glashütte-Niederfrauendorf | Glashütten | Glashütten-Oberems | Glattbach | Glatten | Glauburg | Glauchau | Gleichen | Gleina | Gleisweiler | Gleiszellen-Gleishorbach | Gletzow | Glewitz | Glienicke | Glienicke- | Glienicke-Nordbahn | Glienicke/Nordbahn | Glinde | Glindenberg | Glonn | Glottertal | Glowe | Glücksburg | Glückstadt | Gmund | Gnarrenburg | Gnissau | Gnoien | Gnutz | Goch | Goch-Hassum | Gochsheim | Godelhausen | Goe. | Gohrisch | Gokels | Golchen | Goldbach | Goldbeck | Goldberg | Goldelund | Goldenstedt | Goldkronach | Gollenberg | Gollmenz | Goltoft | Golzow | Golßen | Gomadingen-Wasserstetten | Gomaringen | Gommern | Gommersheim | Gonbach | Gondelsheim | Gondenbrett | Gondershausen | Gonna | Gonzerath | Goosefeld | Gorden-Staupitz | Gorleben | Gornau | Gornsdorf | Gorsleben | Gortz | Gorxheimertal | Gosda | Gose | Gosheim | Goslar | Goslar-Immenrode | Goslar-Jerstedt | Goslar-Oker | Goslar-Wiedelah | Goslar/Lengde | Gossersweiler-Stein | Gotha | Gottenheim | Gottesgabe | Gotteszell | Gotthun | Gottmadingen | Gottmadingen-BIETINGEN | Graal-Müritz | Grabau | Graben | Graben-Neudorf | Grabenstetten | Grabow | Grabowhöfe | Grafenau | Grafenberg | Grafengehaig | Grafenhausen | Grafenrheinfeld | Grafhorst | Grafing | Grafling | Grafrath | Grafschaft | Grainau | Grambow | Grammelow | Grammentin | Grammetal | Gramzow | Grande | Gransebieth | Gransee | Granzin | Grapzow | Grasberg | Grasbrunn | Grasellenbach | Grasellenbach-Hammelbach | Grasellenbach-Wahlen | Grasleben | Grassau | Grauel | Grauting | Grebenau | Grebenhain | Grebenstein | Grebin | Greding | Grefrath | Grefrath-Oedt | Greifenberg | Greifenstein | Greifenstein-Ulm | Greifswald | Greimerath | Greimersburg | Greiz | Gremersdorf | Grenderich | Grenzach- | Grenzach-Wyhlen | Gresse | Grettstadt | Greven | Grevenbroich | Grevenbroich-Gustorf | Grevenbroich-Hemmerden | Grevenkop | Grevesmühlen | Grevesmühlen/Büttlingen | Gribbohm | Grieben | Griebenow | Gries | Griesheim | Griesingen | Griesstätt | Grimburg | Grimma | Grimmen | Grobengereuth | Groitzsch | Gronau | Gronau-Epe | Grossefehn | Grosselfingen | Grossenstein | Grossinzemoos | Grosslittgen | Groß | Groß-Bieberau | Groß-Gerau | Groß-Gerau/ | Groß-Gerau/Berkach | Groß-Rohrheim | Groß-Umstadt | Groß-Zimmern | GroßRosenburg | Großaitingen | Großalmerode | Großbadegast | Großbartloff | Großbeeren | Großbettlingen | Großbothen | Großbottwar | Großbreitenbach | Großbundenbach | Großderschau | Großdubrau | Großdöbschütz | Großefehn | Großenaspe | Großenbrode | Großeneder | Großenehrich | Großengottern | Großenhain | Großenhof | Großenkneten | Großenlüder | Großenlüder-Bimbach | Großenrade | Großensee | Großenstein | Großenwiehe | Großerlach | Großerlach-Liemersbach | Großerlach-Schönbronn | Großhabersdorf | Großhansdorf | Großharrie | Großharthau | Großharthau-Seeligstadt | Großheide | Großheirath | Großhennersdorf | Großheubach | Großholbach | Großkarlbach | Großkayna | Großkoschen | Großkrotzenburg | Großkugel | Großkühnau | Großlittgen | Großlohra | Großmaischeid | Großmehring | Großmühlingen | Großnaundorf | Großneuhausen | Großniedesheim | Großolbersdorf | Großostheim | Großostheim-OT | Großostheim-Wenigumstadt | Großpaschleben | Großpostwitz | Großpösna | Großpösna-Güldengossa | Großrosseln | Großrosseln-Emmersweiler | Großrosseln-St. | Großräschen | Großröhrsdorf | Großrössen | Großschirma | Großschwabhausen | Großschweidnitz | Großschönau | Großsolt | Großsteinberg | Großthiemig | Großtreben | Großvargula | Großwallstadt | Großweil | Großwoltersdorf | Großzschocher | Großzössen | Grub | Grube | Grubnow | Gruibingen | Grumbach | Grundhof | Grundshagen | Gräfelfing | Gräfenberg | Gräfendorf | Gräfenhain | Gräfenhainichen | Gräfenhausen(Birkenfeld) | Gräfenthal | Gräfentonna | Grävenwiesbach | Grävenwiesbach-Heinzenberg | Gröbenzell | Gröden | Gröditz | Grömbach | Grömitz | Gröningen | Grönwohld | Grüna | Grünbach | Grünberg | Gründau | Grünebach | Grüneberg | Grünenbach | Grünewald | Grünhain-Beierfeld | Grünhainichen | Grünheide | Grünkraut | Grünow | Grünsfeld | Grünstadt | Grünstadt-Sausenheim | Grünthal | Grünwald | Gschwend | Gschwend-Mittelbronn | Gstadt | Guben | Gudendorf | Gudensberg | Gudow | Guldental | Gummersbach | Gummersbach-Derschlag | Gumperda | Gumtow | Gundelfingen | Gundelsheim | Gundersweiler | Gunningen | Guntersblum | Gunzenhausen | Gusborn | Gusow-Platkow | Gustow | Gutenacker | Gutenberg | Gutengermendorf | Gutenzell | Gutenzell-Hürbel | Gutmadingen | Guttenberg | Gutweiler | Guxhagen | Gyhum | Gädheim | Gägelow | Gärtringen | Gäufelden | Göda | Göggingen | Göhrde-Schmardau | Göhren | Göhren-Lebbin | Göllheim | Göllin | Gönnersdorf | Gönnheim | Göpfersdorf | Göppingen | Görgeshausen | Görisried | Görkwitz | Görlitz | Görlitz/ | Görsbach | Görwihl | Görzke | Gösenroth | Gössnitz | Göttelborn | Göttingen | Gößnitz | Gößweinstein | Güglingen | Güglingen-Eibensbach | Güllesheim | Gülze | Gülzow | Gülzow-Prützen | Gülzow-Prüzen | Günstedt | Güntersen | Güntersleben | Günthersbühl | Günz | Günzburg | Güsen | Güssefeld | Güsten | Güster | Güstrow | Gütenbach | Gütersloh | Gützkow | HAMBURG | HERNE-SODINGEN | HEUSWEILER | Haag | Haag/Amper | Haan | Haan-West | Haar | Haarbach | Habenhausen | Habichtswald | Hachenburg | Hackenheim | Hadamar | Hademstorf | Haferungen | Hage | Hagen | Hagen-Dahl | Hagen/Lohme | Hagenbach | Hagenburg | Hagenbüchach | Hagenheim | Hagenow | Hagermarsch | Hagnau | Hahausen | Hahn | Hahnenklee-Bockswiese | Hahnheim | Hahnstätten | Hahnweiler | Haibach | Haidmühle | Haiger | Haiger-Flammersbach | Haiger-Langenaubach | Haigerloch | Haigerloch-Trillfingen | Haigerloch-Weildorf | Haimendorf | Haimhausen | Haimhausen-Oberndorf | Haiming | Haina | Hainau | Hainburg | Hainewalde | Hainfeld | Hainichen | Hainsfarth | Haiterbach | Haiterbach-Oberschwandorf | Hakenstedt | Halbe | Halbemond | Halberstadt | Halblech | Haldensleben | Haldenwang | Halen | Halenbeck-Rohlsdorf | Halfing | Hallbergmoos | Halle | Halle-Blumenau | Halle-Dautzsch | Halle-Dölau | Halle-Frohe | Halle-Hunzen | Halle-Reideburg | Halle/S. | Halle/West. | Hallenberg | Hallerndorf | Hallig | Hallstadt | Halsbrücke | Halstenbek | Haltern | Haltingen | Halver | Hambach | Hambergen | Hambrücken | Hamburg | Hamburg-Bergedorf | Hamburg-Bergstedt | Hamburg-Duvenstedt | Hamburg-Heimfeld | Hamburg-Iserbrook | Hamburg-Klein | Hamburg-Marienthal | Hamburg-Marmstorf | Hamburg-Niendorf | Hamburg-Poppenbüttel | Hamburg-Rahlstedt | Hamburg-Schnelsen | Hamburg-Stellingen | Hamburg-Wilstorf | Hamburg/Nienstedten | Hambühren | Hamdorf | Hamel | Hameln | Hameln-Halvestorf | Hameon | Hamfelde | Hamlen | Hamm | Hammah | Hammelbach | Hammelburg | Hammelburg-Untererthal | Hammelburg-Westheim | Hammerbrücke | Hammersbach | Hamminkeln | Hamminkeln-Brünen | Hamweddel | Hanau | Hanau-Grossauheim | Hanau-Steinheim | Handeloh | Handewitt | Hanerau | Hanerau-Hademarschen | Hangeweiher | Hanhofen | Hankensbüttel | Hann. | Hann.-Münden | Hannover | Hannover-Bothfeld | Hannover-Mühlenberg | Hannover-Oststadt | Hannover-Waldhausen | Hannover-Wettbergen | Hannoversch | Hanroth | Hansestadt | Hanshagen | Hanstedt | Hanstorf | Happurg | Harburg | Hardebek | Hardegsen | Hardthausen | Haren | Hargesheim | Harmsdorf | Harmstorf | Harpstedt | Harra | Harras | Harrislee | Harschbach | Harsefeld | Harsewinkel | Harsleben | Harsum | Hartau | Hartenfels | Hartenholm | Hartenstein | Hartha | Harthausen | Hartheim | Hartkirchen | Hartmannsdorf-Reichenau | Harxbüttel | Harxheim | Harz | Harzgerode | Harzgerode/ | Harztor | Hasbergen | Hasborn | Hasel | Haselau | Haselbach | Haselbachtal | Haseldorf | Haselünne | Haselünne-Bückelte | Hasenkrug | Hasenmoor | Haslach | Hasloh | Hassel | Hasselberg | Hasselfelde | Hasselroth | Hassendorf | Haste | Hastenrath | Hatten | Hatten-Sandkrug | Hattenhofen | Hattersheim | Hattersheim-Eddersheim | Hattersheim-Okriftel | Hattert | Hattingen | Hattorf | Hattstedt | Hattstedtermarsch | Hatzenbühl | Hatzenport | Hatzfeld | Hatzfeld- | Hatzum | Hauenstein | Haundorf | Hauneck | Haunetal | Haunstetten | Hauptstuhl | Hausach | Hausbay | Hausen | Hausham | Hauteroda | Hauzenberg | Havelberg | Havelsee | Haverlah | Havetoft | Havetoftloit | Havixbeck | Hayingen | Hayingen-Münzdorf | Haßbergen | Haßfurt | Haßloch | Haßmersheim | Hebertshausen | Hechingen | Hechingen-Sickingen | Hechingen-Weilheim | Hechthausen | Hecklingen | Heddert | Heddesbach | Heddesheim | Hedeper | Heede | Heek | Heemsen | Heere | Heeslingen | Heeslingen-Boitzen | Heeßen | Hefersweiler | Hehlen | Heide | Heideck | Heidekamp | Heidelberg | Heidelberg-Ziegelhausen | Heidelberg/Schlierbach | Heidelshem | Heiden | Heidenau | Heidenburg | Heidenheim | Heidenhem | Heidenrod | Heidenrod-Huppert | Heidenrod-Watzelhain | Heidesee | Heidesheim | Heidesheim/Obrigheim | Heidgraben | Heidmühlen | Heigenbrücken | Heikendorf | Heilberscheid | Heilbronn | Heilbronn-Biberach | Heilenbach | Heiligenberg | Heiligendorf | Heiligengrabe | Heiligenhafen | Heiligenhagen | Heiligenhaus | Heiligensee | Heiligenstadt | Heiligenstedten | Heiligenstedtenerkamp | Heiligkreuzsteinach | Heilsbronn | Heimbach | Heimbach-Hausen | Heimbach-Vlatten | Heimbach-Zentralort | Heimbuchenthal | Heimburg | Heimenkirch | Heimertingen | Heimsheim | Heimweiler | Heinade | Heinbockel | Heinersreuth | Heiningen | Heinrichsort | Heinrichswalde | Heinsberg | Heinsberg-Aphoven | Heinsberg-Dremmen | Heinsberg-Kempen | Heinsberg-Oberbruch | Heinsberg-Unterbruch | Heinsberg-Waldenrath | Heinzenberg | Heinzenhausen | Heist | Heitersheim | Helbedündorf | Helbra | Heldburg | Heldenstein | Heldrungen | Helferskirchen | Helgoland | Hellenhahn-Schellenberg | Hellenthal | Hellenthal-Miescheid | Hellertshausen | Hellingen | Hellwege | Helmbrechts | Helmstadt-Bargen | Helmstedt | Helsa | Helsa-Eschenstruth | Heltersberg | Helvesiek | Hemau | Hemer | Hemeringen | Hemhofen | Hemmendorf | Hemmenhofen | Hemmersheim | Hemmingen | Hemmingen-Arnum | Hemmingen-Westerfeld | Hemmingstedt | Hemmoor | Hemsbach | Hemsbünde | Hemslingen | Henau | Henfenfeld | Hengersberg | Henneberg | Hennef | Hennef-Heisterschoß | Hennef-Kurscheid | Hennef-Uckerath | Hennigsdorf | Hennstedt | Hennweiler | Henstedt | Henstedt-Ulzburg | Hentern | Hepberg | Heppenheim | Hepstedt | Herbertingen | Herbitzheim | Herbolzheim | Herborn | Herborn-Seelbach | Herbrechtingen | Herbrechtingen-Bolheim | Herbstein | Herdecke | Herdorf | Herdwangen-Schönach | Herford | Herforst | Hergershausen | Hergisdorf | Heringen | Heringhausen | Heringsdorf | Herl | Herleshausen | Hermannsburg | Hermersberg | Hermeskeil | Hermsdorf | Hermsdorf-Seyde | Herne | Herne-Wanne | Herold | Heroldsbach | Heroldsberg | Heroldstatt | Heroldstatt-Ennabeuren | Herren-Sulzbach | Herrenberg | Herrieden | Herrischried | Herrnburg | Herrngiersdorf | Herrnhut | Herrsching | Hersbruck | Herschbach | Herschberg | Herschbroich | Herschdorf | Herscheid | Herschweiler-Pettersheim | Hersruck | Herten | Herxheim | Herxheim-Hayna | Herxheimweyher | Herzberg | Herzberg/Elster | Herzebrock | Herzebrock-Clarholz | Herzfelde | Herzhorn | Herzlake | Herzogenaurach | Herzogenrath | Herzogenrath-Kohlscheid | Herzogentum | Hesel | Hespe | Hespert-Reichshof | Hessen | Hesseneck | Hessheim | Hessisch | Hestedt | Hetlingen | Hettenleidelheim | Hettenshausen | Hettersheim | Hettingen | Hettstedt | Heubach | Heuchelheim | Heuchelheim-Klingen | Heuchlingen | Heuderber | Heuerßen | Heukewalde | Heumaden | Heusenstamm | Heusweiler | Heyerode | Heyrothsberge | Heßheim | Hiddenhausen | Hiddensee | Hilchenbacg | Hilchenbach | Hildburghausen | Hilden | Hilders | Hildesheim | Hildesheim-Moritzberg | Hildesheim-Neuhof | Hildesheim-Ochtersum | Hildesheim-West | Hilgermissen | Hilgert | Hilgertshausen | Hilgesdorf | Hille | Hillensberg | Hillerse | Hillersleben | Hillesheim | Hillscheid | Hilpoltstein | Hilst | Hilter | Hilzingen | Himbergen | Himmelkron | Himmelpforten | Himmighofen | Hindorf | Hinsdorf | Hinte | Hinterhermsdorf | Hintermeilingen | Hinterschmiding | Hintersee | Hinterweidenthal | Hinterzarten | Hinzert-Pölert | Hinzweiler | Hirrlingen | Hirschaid | Hirschau | Hirschbach | Hirschberg | Hirschfeld | Hirschfelde | Hirschhorn | Hirschthal | Hirten | Hirzenhain | Hittbergen | Hitzacker | Hitzhofen | Hobeck | Hochborn | Hochdonn | Hochdorf | Hochdorf-Assenheim | Hochheim | Hochheim-Massenheim | Hochkirch | Hochscheid | Hochspeyer | Hochstadt | Hochstetten-Dhaun | Hochstätten | Hochtaunuskreis | Hockenheim | Hockweiler | Hodenhagen | Hodorf | Hof | Hofbieber | Hofen | Hoffeld | Hofgeismar | Hofheim | Hofheim-Diedenbergen | Hofkirchen | Hohberg | Hohe | Hohen | Hohenahr | Hohenahr-Erda | Hohenaspe | Hohenau | Hohenberg | Hohenbocka | Hohenbollentin | Hohenbrunn | Hohenbrunn-Riemerling | Hohendodeleben | Hohendorf | Hohendubrau | Hohenfelde | Hohenfels | Hohenfels-Esingen | Hohenfels-Essingen | Hohenfinow | Hohenfurch | Hohenhameln | Hohenhenningen | Hohenkirchen | Hohenleuben | Hohenlinden | Hohenlockstedt | Hohenmocker | Hohenmölsen | Hohenpeißenberg | Hohenprießnitz | Hohenroda | Hohenroth | Hohensaaten | Hohenselchow | Hohenstadt | Hohenstein | Hohenstein- | Hohenstein-Ernstthal | Hohenstein-Meidelstetten | Hohentengen | Hohentengen-Günzkofen | Hohenthann | Hohenwart | Hohenwestedt | Hohenwutzen | Hohenöllen | Hohewisch | Hohn | Hohndorf | Hohne | Hohnstein | Hohnstorf | Hohwacht | Hoisdorf | Hoitlingen | Holdenstedt | Holdorf | Holenberg | Holle | Holle-Sottrum | Holleben | Hollenbek | Hollendorf | Hollenstedt | Holler | Hollern-Twielenfleth | Hollfeld | Hollingstedt | Hollnseth | Hollstadt | Holste | Holsthum | Holt | Holtgast | Holtland | Holtsee | Holungen | Holzappel | Holzbach | Holzdorf | Holzen | Holzerode | Holzgerlingen | Holzgünz | Holzhausen | Holzheim | Holzkirch | Holzkirchen | Holzmaden | Holzminden | Holzwickede | Homberg | Homburg | Homburg-Einöd | Homburg-Kirrberg | Honburg | Honzrath | Hoof | Hoogstede | Hoort | Hopfen | Hoppegarten | Hoppstädten | Hoppstädten-Weiersba | Hoppstädten-Weiersbach | Hopsten | Horath | Horb | Horb-Altheim | Horb-Isenburg | Horb-Mühlen | Horb-Neckar | Horb-Nordstetten | Horbach | Horgau | Horgenzell | Horhausen | Horka | Horn- | Horn-Bad | Hornbach | Hornbek | Hornberg | Hornburg | Horneburg | Hornhausen | Hornow | Horrweiler | Horst | Horstedt | Horstmar | Hosena | Hosenfeld | Hoya | Hoyerswerda | Hoym | Hoßkirch | Huchenfeld | Huckstorf | Hude | Huglfing | Huisheim | Hummelshain | Hummeltal | Hummetroth | Humptrup | Hundorf | Hundsbach | Hungen | Hupperath | Hurlach | Hurth | Husby | Husum | Hutthurm | Hutzfeld | Huy | Häg-Ehrsberg | Hägerfelde | Hähnichen | Härtensdorf | Häsen | Höbeck | Höchen | Höchenschwand | Höchheim | Höchst | Höchstadt | Höchstenbach | Höchstädt | Höckel | Höckendorf | Höfchen | Höfen | Höfer | Högel | Högersdorf | Höhbeck | Höheinöd | Höheischweiler | Höhenkirchen-Siegertsbrunn | Höhenland | Höhn | Höhndorf | Höhr | Höhr-Grenzhausen | Höltinghausen | Hönningen | Hönow | Höpfigheim | Höpfingen | Hörden | Hördt | Hörgertshausen | Hörnum | Hörselberg-Hainich | Hörsingen | Hörstel | Hörstel-Bevergern | Hörstel-Riesenbeck | Hörup | Hörzhausen | Hösbach | Höslwang | Hövelhof | Höxter | Höxter-Albaxen | Höxter-Fürstenau | Hübingen | Hückelhoven | Hückelhoven-Baal | Hückelhoven-Brachelen | Hückelhoven-Doveren | Hückelhoven-Kleingladbach | Hückelhoven-Ratheim | Hückeswagen | Hüde | Hüffelsheim | Hüffenhardt | Hüffler | Hüfingen | Hühnstetten-Limbach | Hülben | Hüllerup | Hüllhorst | Hülsede | Hümmerich | Hünfeld | Hünfelden | Hünfelden-Kirberg | Hünfelden-Mensfelden | Hünfelden-Ohren | Hünstetten | Hünstetten-Görsroth | Hünstetten-Wallrabenstein | Hünxe | Hüpstedt | Hürtgenwald | Hürtgenwald-Gey | Hürtgenwald-Vossenack | Hürth | Hürth-Berrenrath | Hürup | Hütschenhausen | Hüttblek | Hüttenberg | Hüttenberg-Reiskirchen | Hüttenfeld | Hüttenrode | Hütterscheid | Hüttisheim | Hüttlingen | Ibach | Ibbenbüren | Ichenhausen | Icking | Idar-Oberstein | Idstein | Idstein-Eschenhahn | Iffeldorf | Iffezheim | Ifta | Igensdorf | Igersheim | Iggingen | Igling | Ihlienworth | Ihlow | Ihlowerfehn | Ihrlerstein | Ilberstedt | Ilbesheim | Ilfeld | Illerich | Illertissen | Illingen | Illschwang | Ilmenau | Ilmenau-Manebach | Ilmenau/Manebach | Ilmmünster | Ilmtal | Ilmtal-Weinstraße | Ilmünster | Ilsede | Ilsede- | Ilsede-OT | Ilsede-Oberg | Ilsede-Ölsburg | Ilsenburg | Ilsfeld | Ilshofen | Ilvesheim | Immendingen | Immenhausen | Immenstadt | Immerath | Impfingen | Imsweiler | Inchenhofen | Inden | Industristr | Ingelfingen | Ingelheim | Ingendorf | Ingersheim | Ingersleben | Ingolstadt | Ingolstadt-Gerolfing | Ingolstadt-Unterbrunnenreuth | Innernzell | Innernzell-Hilgenreith | Inning | Inningen | Insel | Insheim | Inzell | Inzigkofen | Inzigkofen-Vilsingen | Iphofen | Irmtraut | Irrel | Irsch | Isen | Isenburg | Isenbüttel | Iserlohn | Iserlohn-Hennen | Isernhagen | Ismaning | Isny | Isny/Allg. | Ispringen | Isselbach | Isselburg | Isselburg-Anholt | Isselburg-Werth | Issigau | Issum | Isterberg | Itterbeck | Ittlingen | Itzehoe | Itzgrund | Itzstedt | Iven | Ivenack | Ivenack-Weitendorf | Ivenrode | Jade | Jade-Sehestedt | Jagel | Jagsthausen | Jagstzell | Jahnsdorf | Jahnsdorf/Erzgebirge | Jandelsbrunn | Jardelund | Jarmen | Jatznick | Jeckenbach | Jembke | Jemgum | Jena | Jengen | Jerichow | Jerichow-Brettin | Jersbek | Jersleben | Jerxheim | Jesberg | Jesenwang-Pfaffenhofen | Jesewitz | Jessen | Jessewitz | Jessin | Jesteburg | Jestetten | Jettenbach | Jettingen | Jettingen-Scheppach | Jetzendorf | Jevenstedt | Jever | Jeßnigk | Jeßnitz | Joachimsthal | Jockgrim | Johannesberg | Johanngeorgenstadt | Johanniskirchen | Johnsbach | Jonsdorf | Jork | Jossgrund | Juist | Julbach | Juliusburg | Jungingen | Jävenitz | Jördenstorf | Jörl | Jübar | Jübek | Jüchen | Jüchen-Garzweiler | Jüchen-Gierath | Jüchen/ | Jückelberg | Jülich | Jülich-Güsten | Jülich-Koslar | Jünkerath | Jürgenshagen | Jürgenstorf | Jüterbog | Jütrichau | KAARST | KAISERSESCH | KAISERSESCH/NÄHE | KEMBERG | KETTERSHAUSEN | KL-Siegelbach | Kaaks | Kaarst | Kaarst-Büttgen | Kabelsketal | Kadenbach | Kahl | Kahla | Kahrstedt | Kaiser-Wilhelm-Koog | Kaiserlautern | Kaiserlsautern | Kaisersesch | Kaiserslautern | Kaisheim | Kakau | Kakerbeck | Kaköhl | Kalbe | Kalbsrieth | Kalchreuth | Kalefeld | Kalenborn | Kalkar | Kalkar-Appeldorn | Kalkhorst | Kalkofen | Kall | Kall-Anstois | Kall-Golbach | Kalletal | Kalletal-Tevenhausen | Kallmünz | Kalt | Kaltenkirchen | Kaltenlengsfeld | Kaltennordheim | Kaltensundheim | Kaltenwestheim | Kamen | Kamen-Methler | Kamen-Mitte | Kamenz | Kamern | Kamin | Kammeltal | Kammerforst | Kammerstein | Kamminke | Kamp-Bornhofen | Kamp-Lintfort | Kampen | Kamsdorf | Kandel | Kandel-Minderslachen | Kandern | Kannawurf | Kanp-Lintfort | Kappel-Grafenhausen | Kappeln | Kappelrodeck | Kapsweyer | Karbach | Karben | Karby | Kareth | Karlsbad | Karlsbad-Ittersbach | Karlsbad-Langensteinbach | Karlsdorf | Karlsfeld | Karlshagen | Karlshausen | Karlshuld | Karlskron | Karlsruhe | Karlsruhe-Grötzingen | Karlstadt-Gambach | Karlstein | Karlum | Karow | Karrenzin | Karsbach | Karslruhe | Karstädt | Karwitz | Kasbach-Ohlenberg | Kasel | Kassel | Kassel-Forstfeld | Kastel | Kastel-Staadt | Kastellaun | Kastl | Kastorf | Katlenburg-Lindau | Kattenhorn | Katzenelnbogen | Katzow | Katzweiler | Katzwinkel | Kaub | Kaufbeuren | Kaufering | Kaufungen | Kaulsdorf | Kauxdorf | Kayhude | Kehl | Kehl-Goldscheuer | Kehnert | Keitum | Kelberg | Kelbra | Kelheim | Kelkheim | Kelkheim-Fischbach | Kell | Kellenbach | Kellenhusen | Kellinghusen | Kellmünz | Kelsterbach | Keltern | Kemberg | Kemmern | Kemnath | Kemnath-Zwergau | Kempen | Kempen-St. | Kempenich | Kempten | Kempten-Allgäu | Kentzlin | Kenz | Kenzingen | Kerken | Kerken-Nieukerk | Kernen | Kerpe-Blatzheim | Kerpen | Kerpen-Blatzheim | Kersbach | Kerzenheim | Kesselsdorf | Kessin | Kestert | Ketsch | Kettenheim | Kettenkamp | Kettershausen | Kettig | Ketzin | Kevelaer | Kevelaer-Winnekendonk | Kicklingen | Kiedrich | Kieferselden | Kiefersfelden | Kiel | Kienberg | Kieritzsch | Kierspe | Kindelbrück | Kindenheim | Kinderbeuern | Kindsbach | Kinheim | Kipfenberg | Kippenheim | Kirburg | Kirch | Kirchardt | Kirchberg | Kirchbrack | Kirchdorf | Kirchehrenbach | Kirchen | Kirchenlamitz | Kirchenpingarten | Kirchentellinsfurt | Kirchenthumbach | Kirchgellersen | Kirchhain | Kirchhain-Kleinseelheim | Kirchham | Kirchhausen | Kirchheim | Kirchheim-Hasberg | Kirchheim/Neckar | Kirchheimbolanden | Kirchhundem | Kirchlengern | Kirchlinteln | Kirchschönbach | Kirchseelte | Kirchseeon | Kirchspiel | Kirchtimke | Kirchwald | Kirchzarten | Kirchzell | Kirf | Kirkel | Kirkel-Altstadt | Kirkel-Limbach | Kirn | Kirrweiler | Kirschfurt | Kirschroth | Kirschweiler | Kirtorf | Kisdorf | Kisselbach | Kissenbrück | Kissing | Kittlitz | Kitzingen | Kitzscher | Kißlegg | Kl. | Kladow | Klamp | Klanxbüll | Klausdorf | Klausen | Kleeth | Kleetzke | Klein | Klein-Gerau | Kleinaitingen | Kleinblittersdorf | Kleinblittersdorf-Auersmacher | Kleinblittersdorf-Bliesransbach | Kleinbottwor | Kleinbreitenbach | Kleinburgwedel | Kleindemsin | Kleines | Kleinfurra | Kleinglattbach | Kleinheubach | Kleinich | Kleinkmehlen | Kleinlangheim | Kleinleipisch | Kleinliebringen | Kleinmachnow | Kleinmaischeid | Kleinmühlingen | Kleinopitz | Kleinostheim | Kleinsteinhausen | Kleinwallstadt | Kleinwolmsdorf | Kleinzschachwitz | Klettgau | Klettwitz | Kletzin | Kleve | Kleve-Donsbrüggen | Kleve-Keeken | Kleve-Materborn | Klingenberg | Klingenberg- | Klingenbrunn | Klingenmünster | Klingenthal | Klinken | Klipphausen | Klockenhagen | Kloschwitz | Kloster | Klosterfelde | Klosterlechfeld | Klostermansfeld | Kluis | Kluse | Kläden | Klötze | Klötze-Kusey | Klüden | Klüsserath | Klütz | Kneitlingen | Knittlingen | Knoop-Labach | Knopp | Knopp-Labach | Knorrendorf | Knöringen | Knüllwald | Kobern-Gondorf | Koblenz | Kobrow | Kochel | Kodersdorf | Kohlberg | Kohlscheid | Kohren-Sahlis | Kolbermoor | Koldenbüttel | Kolkwitz | Kollig | Kollmar | Kollow | Komptendorf | Konken | Konradsreuth | Konstanz | Konz | Konz-Könen | Konzell | Kopp | Koppatz | Korbach | Korlingen | Kornelimünster | Korntal-Münchingen | Kornwestheim | Korschenbroich | Korswandt | Kosel | Koserow | Kossa | Kossau | Kottenheim | Kottmar | Kottmarsdorf | Kottweiler-Schwanden | Koßdorf | Krackow | Kraftisried | Kraftsdorf | Kraiburg | Kraichtal | Kraichtal-Münzesheim | Krailling | Krakow | Kranenburg | Kranenburg-Frasselt | Kranenburg-Mehr | Kranenburg-Niel | Kranenburg-Nütterden | Kranenburg-Schottheide | Kranenburg-Wyler | Kranenburg-Zyfflich | Kranichfeld | Kranzberg | Krastel | Kratzeburg | Krauchenwies | Krauschwitz | Krausnick | Krautheim | Krayenberggemeinde/Dorndorf | Krebeck | Krefeld | Krefeld-Bockum | Krefeld-Hüls | Krefeld-Inrath | Krefeld-Oppum | Krefeld-Traar | Krefeld-Verberg | Kreiensen | Kreimbach-Kaulbach | Kreis | Kreischa | Kreischa-Gombsen | Krembz | Kremkau | Kremmen | Kremnitzaue | Krempdorf | Krempe | Kremperheide | Krems | Kressbronn | Krettnich | Kreuth | Kreuth-Oberhof | Kreuth-Scharling | Kreuzau | Kreuzfeld | Kreuztal | Kreuzwertheim | Krickenbach | Kriebitzsch | Kriebstein | Kriegsfeld | Krien | Kriftel | Krippehna | Kritzmow | Kritzow | Krombach | Kronach | Kronau | Kronberg | Kronberg-OT | Kronburg | Kronprinzenkoog | Kronsgaard | Kronshagen | Kropp | Kroppach | Kroppenstedt | Krostitz | Krostitz-Krensitz | Krottelbach | Kruckow | Kruft | Kruge | Krumbach | Krumbach-Edenhausen | Krumbach-Niederraunau | Krumhermersdorf | Krummendeich | Krummesse | Krummhörn | Krummhörn-Pewsum | Krummhörn/Loquard | Krummin | Krummwisch | Krumpa | Krumstedt | Krähenberg | Kröpelin | Kröppelshagen | Kröslin | Kröv | Kröv-Kövenig | Kublank | Kubschütz | Kuchelmiß | Kuchen | Kuddewörde | Kuden | Kuhardt | Kuhfelde | Kuhlen | Kuhlhausen | Kuhsdorf | Kukuk | Kulmain | Kulmbach | Kumhausen | Kummer | Kummerfeld | Kupferberg | Kupferzell | Kuppenheim | Kuppingen | Kurort | Kusel | Kusey | Kusterdingen | Kutenholz | Kutzenhausen-Agawang | Kyffhäuserland | Kyllburg | Kyritz | Käbschütztal | Kägsdorf | Käshofen | Köditz | Ködnitz | Köfering | Köhlen | Köhn | Köhra | Kölleda | Kölln-Reisiek | Köln | Köln-Altstadt-Nord | Köln-Höhenhaus | Köln-Innenstadt | Köln-Junkersdorf | Köln-Lindenthal | Köln-Lövenich | Köln-Rath/Heumar | Köln-Weiß | Köln-Zündorf | Kölpinsee | Köngen | Köngernheim | Köngiswinter | Königheim | Königlutter | Königs | Königs-Wusterhausen | Königsbach | Königsbach-Stein | Königsberg | Königsbronn | Königsbronn-Zang | Königsbrunn | Königsbrück | Königsdorf | Königsee | Königsee-Rottenbach | Königsfeld | Königshain | Königshain-Wiederau | Königshein-Wiederau | Königshorst | Königshütte | Königslutter | Königsmoos | Königsmoos-Untermaxfeld | Königstein | Königstein-Mammolshain | Königswalde | Königswinter | Königswinter-Ittenbach | Könnern | Körchow | Körle | Kösching | Köthen | Kötterichen | Kötz | Kößlarn | Kühbach | Kühlenhagen | Kühlungsborn | Kühsen | Külsheim | Külsheim-Uissigheim | Kümbdchen | Kümmersbruck | Künzell | Künzell-Pilgerzell | Künzelsau | Künzelsu | Küps | Kürnach | Kürnbach | Kürten | Kürten-Eichhof | Küsel | Küssaberg | Küsten | Küsten-OT | Küstriner | LINSENGERICHT | Laage | Laar | Laatzen | Laatzen-Rethen | Laberweinting | Laboe | Lachen | Lachen-Speyerdorf | Lachendorf | Ladbergen | Ladelund | Ladenburg | Laer | Laeven | Laffeld | Lage | Lahn | Lahn- | Lahn-Dill-Kreis | Lahnau | Lahnstein | Lahntal | Lahntal-Caldern | Lahr | Lahr-Langenwinkel | Lahr-Sulz | Lahr/Schwarzwald | Lahr/Schwarzwald-Lahr | Lahstedt | Laichingen | Laichingen-Feldstetten | Laichingen-Suppingen | Laiz | Lalendorf | Lalling | Lam | Lambertsberg | Lambrecht | Lambsborn | Lambsheim | Lamerdingen | Lampertheim | Lampertheim-Hofheim | Lampertheim-Rosengarten | Lampertswalde | Lampringe | Lamspringe | Lamstedt | Lancken | Lancken-Dranske | Lancken-Granitz | Landau | Landau-Dammheim | Landesbergen | Landolfshausen | Landsberg | Landsberg-Gollma | Landscheid | Landshut | Landshut-Auloh | Landshut/Achdorf | Landstuhl | Landsweiler-Reden | Landwehr | Langballig | Langballigau | Langburkersdorf | Langdorf | Langeln | Langelsheim | Langelsheim-Lautenthal | Langen | Langenargen | Langenau | Langenaundorf | Langenbach | Langenberg | Langenbrettach | Langenburg | Langendamm | Langendembach | Langendernbach | Langendorf | Langendorf-OT | Langeneichstädt | Langenenslingen | Langenenslingen-Billafingen | Langenfeld | Langenhagen | Langenhahn | Langenhanshagen | Langenhorn | Langenleuba-Niederhain | Langenlonsheim | Langenpreising | Langenscheid | Langenselbold | Langensendelbach | Langenstein | Langenweißbach | Langenwetzendorf | Langenzenn | Langerringen | Langerwehe | Langfurth | Langgöns | Langhagen | Langlingen | Langquaid | Langscheid | Langstedt | Langsur | Langsur-Wasserbilligerbrück | Langula | Langwedel | Langwedel-Etelsen | Langweid | Lanke | Lanz | Lappersdorf | Lasbek | Lassan | Lassentin | Lastrup | Latdorf | Latendorf | Lathen | Laubach | Lauben | Lauben-Frickenhausen | Laubenheim | Laubusch | Laucha | Lauchhammer | Lauchheim | Lauchringen | Lauda- | Lauda-Königshofen | Lauda-Königshofen-Unterbalbach | Laudenbach | Lauenau | Lauenburg | Lauenburg/Elbe | Lauenhagen | Lauenstein | Lauf | Laufach | Laufen | Laufenburg | Laufenburg-Stadenhausen | Laufersweiler | Lauffen | Lauingen | Laumersheim | Laupheim | Laupheim-Bihlafingen | Laupheim-Obersulmetingen | Lauscha | Lauta | Lauter | Lauter-Bernsbach | Lauterach | Lauterbach | Lauterbach-Rudlos | Lauterbach-Wallenrod | Lauterecken | Lauterhofen | Lauterstein | Lautert | Lautertal | Lautertal- | Lautertal-Elmshausen | Lautrach | Lautzenbrücken | Laußig | Lawalde | Lawalde-Kleindehsa | Lebach | Lebach-Alschbach | Lebach-Aschbach | Lebach-Gresaubach | Lebach-Landsweiler | Lebach-Thalexweiler | Lebehn | Lechbruck | Leck | Leegebruch | Leer | Leerstetten | Leezdorf | Leezen | Legau | Legden | Lehe | Lehesten | Lehesten- | Lehmen | Lehmkuhlen | Lehnitz | Lehnstedt | Lehrberg | Lehre | Lehrensteinsfeld | Lehrte | Lehrte-Ahlten | Leibertingen | Leiblfing | Leichlingen | Leidersbach | Leienkaul | Leiferde | Leimbach | Leimbach-Gilgenbach | Leimen | Leimersheim | Leinburg | Leinde | Leinefelde-Worbis | Leinfelden-Echterdingen | Leingarten | Leiningen | Leinsweiler | Leinzell | Leipheim | Leipzig | Leipzig-Althen | Leipzig-Baalsdorf | Leipzig-Großzschocher | Leipzig-Leutzsch | Leipzig-Liebertwolkwitz | Leipzig-Thekla | Leipzig-Wahren | Leisnig | Leitzkau | Leiwen | Lelm | Lemberg | Lembruch | Lemgo | Lemgow | Lemnitz | Lemwerder | Lendsiedel | Lengede | Lengefeld | Lengenfeld | Lengerich | Lengfeld | Lenggries | Lennestadt | Lenningen | Lensahn | Lentföhrden | Lenting | Lenzen | Lenzkirch | Lenzkirch-Raitenbuch | Leonberg | Leopoldshagen | Leopoldshöhe | Letschin | Lettweiler | Leuba | Leuben | Leuben-Schleinitz | Leubnitz | Leubsdorf | Leun | Leun-Biskirchen | Leuna | Leupoldsgrün | Leutenbach | Leutenberg | Leuterod | Leutersdorf | Leutershausen | Leutesdorf | Leutkirch | Levens | Leverkusen | Libbenichen | Lich | Lichte | Lichtenau | Lichtenau-Blankenrode | Lichtenau/OT | Lichtenberg | Lichtenberg/Erzgeb. | Lichtenfels | Lichtenfels-Trieb | Lichtenow | Lichtenstein | Lichtenstein-Göllesberg | Lichtentanne | Lichtenwald | Liebenau | Liebenburg | Liebenburg-Dörnten | Liebenburg-Groß | Liebenwalde | Lieberose | Liebschützberg | Liebstadt | Liederbach | Lienen | Liensfeld | Liepe | Liepen | Liepgarten | Lierschied | Liesenich | Lieser | Lilienthal | Limbach | Limbach-Krumbach | Limbach-Oberfrohna | Limburg | Limburg-Lindenholzhausen | Limburg-Linter | Limburg-Weilburg | Limburgergof | Limburgerhof | Limeshain | Limmritz | Linau | Lind | Lindau | Lindau-Insel | Lindberg | Linden | Lindenau | Lindenberg | Lindenfels | Lindenfels-Winterkasten | Lindern | Lindetal | Lindetal-Plath | Lindewerra | Lindewitt | Lindheim | Lindhorst | Lindlar | Lindow | Lindstedt | Lindwedel | Lingen | Lingen-Altenlingen | Lingen-Ramsel | Lingenfeld | Lingerhahn | Linkenheim-Hochstetten | Linnich | Linnich-Boslar | Linnich-Ederen | Linsburg | Linsengericht | Linstow | Lintig | Linz | Lippetal | Lippetal-Lippborg | Lippstadt | Lisberg | Lisdorf | Lissendorf | List | Litzendorf | Lobbach | Lobbe | Lobenfeld | Loburg | Lochhausen | Lochum | Lockstedt | Lockwisch | Loddin | Loffenau | Lohbarbek | Lohberg | Lohe | Lohe-Föhrden | Lohe-Rickelshof | Lohfelden | Lohklindt | Lohmar | Lohme | Lohmen | Lohne | Lohnsfeld | Lohr | Lohra | Lohrbach | Lohsa | Loiching | Loiching/Kronwieden | Loit | Loitz | Lollar | Lollschied | Lommatzsch | Longkamp | Lonnig | Lonsee | Lonsheim | Loose | Lorch | Lorchhausen | Lorsch | Losheim | Losheim-Bergen | Losheim-Britten | Lossa | Lossatal | Lossatal/ | Lossburg | Lostau | Lotte | Lottstetten | Loxstedt | Loxstedt-Nesse | Loxstedt-Ueterlande | Loßburg | Lubmin | Lucka | Luckau | Luckenbach | Luckenwalde | Luckow | Ludendorf | Ludorf | Ludwigsau | Ludwigsburg | Ludwigschorgast | Ludwigsfelde | Ludwigshafen | Ludwigshafen-Mundenheim | Ludwigshafen-Oggersheim | Ludwigshafen-Rheingönheim | Ludwigshafen-Ruchheim | Ludwigshöhe | Ludwigslust | Ludwigsstadt | Ludwigsthal | Ludwigswinkel | Lug | Lugau | Lugau/Erzgeb. | Luhe-Wildenau | Luhnstedt | Lunden | Lunzenau | Lupburg | Lustadt | Lutherstadt | Lutherstaft | Lutter | Lutzerath | Lutzerathe | Lutzhorn | Lützen | Lychen | Lägerdorf | Lähden | Löbau | Löbejün | Löbnitz | Löchgau | Löcknitz | Lödderitz | Löderburg | Löf | Löffingen | Löffingen-Reiselfingen | Löhlbach | Löhnberg | Löhne | Löhnhorst | Löllbach | Löningen | Löningen-Borkhorn | Lörrach | Lörrach- | Lörzweiler | Lösnich | Löwenberg | Löwenberger | Löwenstein | Lößnitz | Lübars | Lübbecke | Lübben | Lübbenau | Lübbenau/Spreewald | Lübberstedt | Lübeck | Lübeck-Dänischburg | Lübeck-Travemünde | Lübow | Lübs | Lübtheen | Lübz | Lüchow | Lückendorf | Lüdenscheid | Lüder | Lüderitz | Lüdersdorf | Lüdershagen | Lüdinghausen | Lüerdissen | Lügde | Lügde-Elbrinxen | Lühburg | Lühmannsdorf | Lüneburg | Lünen | Lünen-Gahmen | Lünne | Lünten | Lürschau | Lüssow | Lütau | Lütetsburg | Lütjenburg | Lütjenholm | Lütjensee | Lütjenwestedt | Lütow | Lüttenmark | Lüttgenrode | Lütz | Lützelbach | Lützen | Lützenbach | Lützow | MERZIG | Maasbüll | Maasen | Maasholm | Machern | Mackenbach | Magdeburg | Magdeburg-Ottersleben | Magstadt | Mahlberg | Mahlow | Mahlsdorf | Mahlstetten | Mahlwinkel | Mahlzow | Maichingen | Maikammer | Main-Taunus-Kreis | Mainaschaff | Mainburg | Mainburg-Sandelzhausen | Mainburg/Unterempfenbach | Mainhardt | Mainhardt-Ammertsweiler | Mainhausen | Mainleus | Maintal | Maintal-Bischofsheim | Mainz | Mainz-Bingen | Mainz-Bretzenheim | Mainz-Finthen | Mainz-Gonsenheim | Mainz-Kastel | Mainz-Kostheim | Mainz-Laubenheim | Mainz-Lerchenberg | Maisach | Maitenbeth | Malberg | Malborn | Malchin | Malchow | Malchow-Inselstadt | Malente | Malente-Krummsee | Malgersdorf | Mallersdorf-Pfaffenberg | Malliß | Malow | Malsburg-Marzell | Malsch | Malsch-Waldprechtsweier | Malsch-Waldprechtsweiler | Malsch/Waldprechtsweier | Malschwitz | Malschwitz/ | Malsfeld-Beiseförth | Malterdingen | Mammendorf | Mamming | Manching | Mandel | Mandelbachtal | Mandern | Manderscheid | Mannheim | Mannheim-Feudenheim | Mannheim-Friedrichsfeld | Mannheim-Seckenheim | Mannheim-Waldhof | Mannheim-Wallstadt | Mannweiler-Cölln | Mansfeld | Mantel | Manubach | Marbach | Marburg | March | Margetshöchheim | Marienberg | Marienberg-OT | Marienborn | Marienfließ | Marienhafe | Marienhagen | Marienheide | Marienmünster | Marienrachdorf | Marienthal | Marienwerder | Maring-Noviand | Marisfeld | Mark | Markdorf | Markersdorf | Markgröningen | Markkleeberg | Markkleeberg-Auenhain | Marklkofen | Marklohe | Markneukirchen | Markranstädt | Markransädt | Markt | Marktgraitz | Marktheidenfeld | Marktl | Marktleugast | Marktoberdorf | Marktredwitz | Marktschellenberg | Marktsteft | Marktzeuln | Marl | Marloffstein | Marlow | Marmagen | Marne | Marnitz | Maroldsweisach | Marpingen | Marquartstein | Marsberg | Marsberg- | Marsberg-Bredelar | Marsberg-Essentho | Marschacht | Marschalkenzimmern | Martenroth | Martensrade | Martfeld | Martinroda | Martinshöhe | Martinstein | Marxen | Marxheim-Gansheim | Marxzell | Marzhausen | Marzling | Masburg | Maselheim-Sulmingen | Massenbachhausen | Massenhausen | Masserberg | Masserberg/ | Massing | Mastershausen | Mattsies | Matzenbach | Mauchenheim | Mauer | Mauern | Maulbronn | Mauth | Maxdorf | Maxen | Maxhütte-Haidhof | Maxhütte-Haudhof | Maxsain | Mayen | Mayen-Koblenz | Mayschoss | Maßweiler | Mechelgrün | Mechernich | Mechernich-Eicks | Mechernich-Kommern | Mechernich-Roggendorf | Mechernich-Wachendorf | Mechterstädt | Meckel | Meckenbeuren | Meckenheim | Meckenheim-Merl | Meckenheim/Kottenforst | Meckesheim | Medard | Meddersheim | Meddewade | Medebach | Medebach-Küstelberg | Medebach-Medelon | Medelby | Medow | Meeder | Meerane | Meerbeck | Meerbsuch | Meerbusch | Meerbusch-Bösinghoven | Meerbusch-Strümp | Meerfeld | Meersburg | Meersburg-Riedetsweiler | Meggerdorf | Mehlbach | Mehle | Mehlingen | Mehltheuer | Mehren | Mehring | Meiling | Meine | Meine-Wedesbüttel | Meinersdorf | Meinersen | Meinerzhagen | Meineweh | Meinhard | Meiningen | Meisburg | Meisenheim | Meitingen | Meitingen-Ostendorf | Meißen | Meißenheim | Meißner | Melbeck | Melchow | Meldorf | Melle | Mellenbach | Mellendorf | Mellensee | Mellenthin | Mellingen | Mellinghausen | Mellrichstadt | Melsbach | Melsdorf | Melsungen | Melsungen-Günsterode | Melsungen-Röhrenfurth | Melz | Memmingen | Memmingen-Amendingen | Memmingerberg | Menden | Mendig | Mengen | Mengen-Ennetach | Mengerschied | Mengersgereuth-Hämmern | Mengerskirchen | Mengerskirchen-Dillhausen | Menslage | Menteroda | Meppen | Merbelsrod | Merching | Merchweiler | Merenberg | Mering | Merkers | Merklingen | Merseburg | Mertloch | Merxheim | Merzalben | Merzdorf | Merzen | Merzenich | Merzig | Merzig-Hilbringen | Merzig-Stadt | Merzkirchen | Meschede | Meschede-Berge | Meschede-Grevenstein | Mescherin | Mesekenhagen | Mesekenhagen/OT | Mespelbrunn | Messel | Messingen | Mestlin | Metelen | Metelsdorf | Metten | Mettendorf | Mettenheim | Metterich | Mettingen | Mettlach | Mettlach-Orscholz | Mettmann | Mettweiler | Metzdorf | Metzingen | Metzingen-Neuhausen | Metzkausen | Meudt | Meusegast | Meuselbach-Schwarzmühle | Meuselwitz | Meyenburg | Meyn | Meßkirch | Meßkirch-Menningen | Meßstetten | Meßstetten-Heinstetten | Michelau | Michelbach | Michelfeld | Michelstadt | Michelstadt-Steinbach | Michendorf | Middelhagen | Midlum | Miehlen | Mielkendorf | Miellen | Miesbach | Mietingen | Mihla | Milbitz | Mildenau | Mildstedt | Millen | Millienhagen-Oebelitz | Milmersdorf | Milow-Kastorf | Milow-Krinitz | Milower | Miltenberg | Mindelheim | Mindelzell | Minden | Minden-Kutenhausen | Mintraching | Mirow | Misburg | Missen-Wilhams | Mistelgau | Mistorf | Mittelangeln | Mittelbiberach | Mittelbrunn | Mitteleschenbach | Mittelherwigsdorf | Mittelnkirchen | Mittelstenahe | Mittelstennahe | Mittelstetten | Mittelstrimmig | Mittenaar | Mittenwalde | Mitterfels | Mittergars | Mitterskirchen | Mitterteich | Mitterwöhr | Mittweida | Mitwitz | Mixdorf | Mochau | Mockrehna | Modautal | Modautal-Brandau | Moers | Moers-Schwafheim | Mogendorf | Mohlsdorf | Mohrkirch | Moisburg | Molbergen | Molfsee | Mollhagen | Molmerswende | Moltzow | Monheim | Monreal | Monschau | Monschau-Höfen | Monschau-Imgenbroich | Monschau-Mützenich | Monsheim | Montabaur | Monzelfeld | Monzenfeld | Monzingen | Moordorf | Moorenweis | Moormerland | Moormerland-Warsingsfehn | Moorrege | Moos | Moosbach | Moosbeuren | Moosburg | Moosinning | Moosthening | Moosthenning | Moosthenning/Dornwang | Morbach | Morbach-Bischofsdhron | Morbach-Gonzerath | Morbach-Hinzerath | Morbach-Merscheid | Morbach-Wederath | Morgenröthe-Rautenkranz | Moringen | Moritzburg | Morsbach | Morschen | Morshausen | Morsum | Mosbach | Moselkern | Mossautal | Mottschieß | Much | Mucheln | Mudau | Mudau-Steinbach | Mudau-Ünglert | Mudenbach | Mudersbach | Mudershausen | Mudestausee | Muggensturm | Mulda | Mulda/Sachsen | Muldenhammer | Muldestausee | Mulfingen | Mulsum | Mundelsheim | Munderkingen | Munkbrarup | Munkmarsch | Munster | Murg | Murnau | Murr | Murrhardt | Murrhardt-Steinberg | Muschenried | Mussbach | Musterstadt | Mutlangen | Mutterschied | Mutterstadt | Mutzschen | Mylau | Mz-Bretzenheim | Mähring | Märkisch | Märkisch-Oderland-Hoppegarten | Märkisch-Oderland-Neuenhagen | Märkische | Möckern | Möckmühl | Möckmühl-Züttlingen | Mögglingen | Möhnesee | Möhnesee-Körbecke | Möllenbeck | Möllenhagen | Mölln | Mölschow | Mölsheim | Mömbris | Mömlingen | Möncgengladbach | Mönchberg | Mönchengladbach | Mönchengladbach-Großheide | Mönchengladbach-Rheydt | Mönchengladbach-Wickrath | Mönchenholzhausen | Mönchgut | Mönchhagen | Mönchsdeggingen | Mönchsroth | Mönchweiler | Mönkeberg | Mönkebude | Mönkhagen | Mönkloh | Mönsheim | Mörfelden | Mörfelden-Walldorf | Möringen | Mörlen | Mörlenbach | Mörlenbach-Bonsweiher | Mörsbach | Mörschied | Mörsdorf | Mörsfeld | Möschwitz | Möser | Mössingen | Mössingen-Öschingen | Möthlow | Mötzingen | Mücheln | Mücka | Mücke | Mücke-Sellnrod | Müden | Mügeln | Müglitztal | Mühl | Mühlacker | Mühlacker-Dürrmenz | Mühlacker-Mühlhausen | Mühlberg/Elbe | Mühldorf | Mühlen | Mühlenbach | Mühlenbeck | Mühlenbecker | Mühlendorf-Kreuzschuh | Mühlhausen | Mühlhausen-Ehingen | Mühlhausen/Thüringen | Mühlheim | Mühlingen | Mühltal | Mülheim | Mülheim-Kärlich | Mülheim-Saarn | Mülhheim-Kärlich | Müllenbach | Müllheim | Müllrose | Mülsen | Münchberg | Müncheberg | Münchehofe | München | München-Aubing | München-Pasing-Obermenzing | Münchhausen | Münchsmünster | Münchsteinach | Münchweiler | Münchweiler/ | Mündersbach | Münklingen | Münnerstadt | Münsing | Münsing-Ammerland | Münsingen | Münster | Münster-Angelmodde | Münster-Gelmer | Münster-Handorf | Münster-Hiltrup | Münster-Sarmsheim | Münster-Wolbeck | Münsterappel | Münsterdorf | Münsterhausen | Münsterland | Münstermaifeld | Münstermaifeld-Lasserg | Münzenberg | Mürlenbach | Müsch | Müssen | NEUBURG | NW-Lachen-Speyerdorf | Nabburg | Nachrodt-Wiblingwerde | Nackenheim | Nagel | Nagold | Nagold-Hochdorf | Nagold-Pfrondorf | Nahetal-Waldau | Nahrendorf | Naila | Nalbach | Namborn | Nandlstadt | Nannhausen | Nanzdietschweiler | Nassau | Nassenfels | Nassenheide | Nastätten | Nattenheim | Nattheim | Nauen | Nauheim | Naumburg | Naundorf | Naunhof | Nauort | Nauroth | Nazza | Naßweiler | Nebel | Nebra | Neckar-Odenwald-Kreis | Neckarbischofsheim | Neckargemünd | Neckargemünd-Dilsberg | Neckargerach | Neckarsteinach | Neckarsulm | Neckartailfingen | Neckartenzlingen | Neckarwestheim | Neckarzimmern | Neddemin | Nedlitz | Neef | Neenstetten | Neetze | Neetzka | Neetzow | Negast | Negernbötel | Nehlitz | Nehms | Nehmten/OT | Nehren | Neidenbach | Neidenfels | Neidenstein | Neidlingen | Neitersen | Neißeaue | Neißemünde | Nellingsheim | Nempitz | Nemsdorf-Göhrendorf | Nenndorf | Nennhausen | Nentershausen | Neresheim | Neresheim-Elchingen | Neroth | Nersingen | Nerzweiler | Neschwitz | Nesse | Nesselwang | Nessendorf | Nessetal | Netphen | Nettelsee | Nettersheim | Nettersheim- | Nettersheim-Marmagen | Nettetal | Nettetal-Lobberich | Netzeband | Netzschkau | Neu | Neu-Anspach | Neu-Eichenberg | Neu-Isenburg | Neu-Ulm | Neu-Ulm-City | Neu-Ulm-Reutti | Neualbenreuth | Neubartelshagen | Neubeckum | Neuberend | Neuberg | Neubeuern | Neubiberg | Neubrandenburg | Neubukow | Neubulach | Neuburg | Neudenau | Neudenau-Herbolzheim | Neudietendorf | Neudrosselfeld | Neue | Neuenburg | Neuenbürg | Neuendeich | Neuendorf-Heide | Neuendorf/ | Neuenfelde | Neuengörs | Neuenhagen | Neuenhaus | Neuenhofe | Neuenkirchen | Neuenkirchen-Vörden | Neuenmarkt | Neuenrade | Neuenstadt | Neuenstein | Neuenstein- | Neuenthal | Neuerburg | Neuerkirch | Neufahrn | Neufeld | Neuferchau | Neuffen | Neufinsing | Neufra | Neufunnixsiel | Neugersdorf | Neugraben | Neuhardenberg | Neuharlingersiel | Neuhaus | Neuhausen | Neuhausen-Hamberg | Neuhausen/Erzgebirge | Neuhausen/Spree | Neuhemsbach | Neuhof | Neuhofen | Neuhäusel | Neuhütten | Neukalen | Neukamperfehn | Neukieritzsch | Neukirch | Neukirchen | Neukirchen-Vluyn | Neukirchen/Erzgebirge | Neukirchen/Pleiße | Neukloster | Neukrichen | Neuleiningen | Neulewin | Neulingen | Neulussheim | Neulußheim | Neulöwenberg | Neumagen-Dhron | Neumarkt | Neumarkt-Sankt | Neumünster | Neunburg | Neundorf | Neunheilingen | Neunkhausen | Neunkichen | Neunkirchen | Neunkirchen- | Neunkirchen-Altenseelbach | Neunkirchen-Seelscheid | Neupetershain | Neuravensburg | Neureichenau | Neuried | Neuruppin | Neusalza-Spremberg | Neuss | Neustadt | Neustadt-Borstel | Neustadt-Geinsheim | Neustadt-Glewe | Neustadt-Haardt | Neustadt-Mardorf | Neustadt-Schneeren | Neustadt/ | Neustadt/Harz | Neustadt/Vogtl. | Neustetten | Neustrelitz | Neusäss | Neusäß | Neusäß-Hainhofen | Neusäß-Ottmarshausen | Neutraubling | Neutrebbin | Neuwied | Neuwied-Feldkirchen | Neuwied-Segendorf | Neuzelle | Neuäß | Neuötting | Newel | Ney | Nickenich | Nidda | Niddatal | Nidderau | Nidderau-Erbstadt | Nideggen | Nideggen-Abenden | Nideggen-Embken | Nideggen-Rath | Nideggen-Schmidt | Nieblum | Niebüll | Niedenstein | Nieder | Nieder-Hilbersheim | Nieder-Olm | Nieder-Wiesen | Niederaichbach | Niederalben | Niederalteich | Niederau | Niederaula | Niederbachheim | Niederbergkirchen | Niederbrechen | Niederbreitbach | Niedercunnersdorf | Niederdodenleben | Niederdodernleben | Niederdorf | Niederdorfelden | Niederdürenbach | Niederer | Niedererbach | Niedereschach | Niederfischbach | Niederfrohna | Niedergörsdorf | Niederhambach | Niederheimbach | Niederhofen | Niederkassel | Niederkirchen | Niederkleevez | Niederkrüchten | Niederkumbd | Niederlamitz | Niederlangen | Niederlommatzsch | Niedermohr | Niedermurach | Niedernberg | Niederndodeleben | Niedernhall | Niedernhausen | Niedernhausen-Königshofen | Niederrieden | Niederroßbach | Niederroßla | Niedersachen | Niedersachsen | Niedersayn | Niederstadtfeld | Niedersteinebach | Niederstetten | Niederstetten-Streichental | Niederstotzingen | Niederstotzingen-Oberstotzingen | Niederstozingen | Niedertrebra | Niederusel | Niederwallmenach | Niederwerrn | Niederwerth | Niederwiesa | Niederwinkling | Niederwörresbach | Niederwürschnitz | Niederzier | Niederzier-Oberzier | Niederzissen | Niefern-Öschelbronn | Nieheim | Niehuus | Niemberg | Niemegk | Nienburg | Niendorf | Niendorf/Bad | Nienhagen | Nienstädt | Nienwohld | Nierderkrüchten | Niersbach | Nierstein | Nieschütz | Niesgrau | Niesky | Nieste | Niestetal | Nimritz | Nimshuscheid | Nimsreuland | Nindorf | Nister | Nisterberg | Nistertal | Nistertal-Erbach | Nittel | Nittenau | Nittendorf | Nitzow | Nobitz | Nochern | Noer | Nohfelden | Nohfelden- | Nohn | Nonnenhorn | Nonnenweier | Nonnweiler | Nordden | Norden | Norden-Norddeich | Nordendorf | Nordenham | Nordenham-Einswarden | Nordenstadt | Norderbrarup | Nordermeldorf | Norderney | Norderstapel | Norderstedt | Norderstedt-Harksheide | Norderwöhrden | Nordgermersleben | Nordhalben | Nordharz | Nordhastedt | Nordhausen | Nordheim | Nordheim-Nordhausen | Nordholz | Nordhorn | Nordhorn-Brandlecht | Nordleda | Nordrach | Nordrhein-Westfalen | Nordseeheilbad | Nordstemmen | Nordstemmen-Groß | Nordstrand | Nordwalde | Nordwestuckermark | Norheim | Northeim | Nortmoor | Nortorf | Nossen | Nossendorf | Nottuln | Nottuln-Appelhülsen | Notzingen | Nussdorf | Nusse | Nuthe-Urstromtal | Nuthetal | Nußbach | Nußdorf | Nußloch | Nußloch-Maisbach | Nächst | Nägelstedt | Nähe | Nöbdenitz | Nördlingen | Nörten-Hardenberg | Nörtershausen | Nörthen-Hardenberg | Nörvenich | Nörvenich-Rommelsheim | Nörvenich-Wissersheim | Nümbrecht | Nünchritz | Nünschweiler | Nürnberg | Nürnberg-Boxdorf | Nürtingen | Nürtingen-Reudern | Nützen | OFFENBACH | OT | Ober | Ober-Flörsheim | Ober-Gleen | Ober-Hilbersheim | Ober-Mumbach | Ober-Mörlen | Ober-Olm | Ober-Ramstadt | Oberahr | Oberammergau | Oberasbach | Oberau | Oberaudorf | Oberaula | Oberbarnim | Oberbettingen | Oberboihingen | Oberbrombach | Obercunnersdorf | Oberderdingen | Oberdiebach | Oberding | Oberdolling | Oberdorla | Oberehe-Stroheich | Oberelbert | Obererbach | Oberfell | Obergriesbach | Obergurig | Obergünzburg | Oberhaching | Oberhaid | Oberharmersbach | Oberharz | Oberhausen | Oberhausen-Dümpten | Oberhausen-Rheinhausen | Oberhavel-Birkenwerder | Oberhavel-Mühlenbecker-Land-Schildow | Oberheimbach | Oberheldrungen | Oberhof | Oberirsen | Oberjettingen | Oberkail | Oberkatz | Oberkirch | Oberkochen | Oberkotzau | Oberkrämer | Oberlahnstein | Oberlahr | Oberlaindern | Oberlauterbach | Oberlungwitz | Obermaßfeld | Obermaßfeld-Grimmenthal | Obermehler | Obermichelbach | Obermohr | Obermoschel | Obernbreit | Obernburg | Oberndorf | Oberndorf-Aistaig | Obernfeld | Obernheim | Obernheim-Kirchenarnbach | Obernholz | Obernkirchen | Obernkrchen | Obernwohlde | Obernzell | Oberostendorf | Oberotterbach | Oberpframmern | Oberpöring | Oberreichenbach | Oberreifenberg | Oberreute | Oberriexingen | Oberrimsingen | Oberrod | Oberrot | Oberroßbach | Obersaida | Oberscheinfeld | Oberschleissheim | Oberschleißheim | Oberschlettenbach | Oberschneiding | Oberschwarzach | Oberschweinbach | Oberschöna | Oberschönau | Oberschönegg | Oberseifersdorf | Obersimten | Obersinn | Obersontheim | Oberstadion | Oberstadt | Oberstadtfeld | Oberstaufen | Oberstdorf | Oberstenfeld | Obersulm | Obersülzen | Obertaufkirchen | Oberteuringen | Obertraubling | Obertshausen | Obertshausen-Hausen | Oberursel | Oberursel-Oberstedten | Oberviechtach | Obervolkach | Oberwambach | Oberweid | Oberweiler | Oberweis | Oberweißbach | Oberwesel | Oberweser | Oberwiera | Oberwiesen | Oberwiesenthal | Oberwolfach | Oberzeitelbach | Oberzent | Oberzent-Olfen | Obhausen | Obing | Obrigheim | Obrigheim-Mörtelstein | Ochsenfurt | Ochsenhausen | Ochsenwang | Ochtendung | Ochtersum | Ochtmersleben | Ochtrup | Ockenfels | Ockenheim | Ockfen | Odderade | Odelzhausen | Odenbach | Odensachsen | Odenthal | Oder-Spree | Oder-Spree-Woltersdorf | Oderaue | Oderberg | Odernheim | Oderwitz | Odisheim | Oebisfelde | Oechsen | Oederan | Oedheim | Oelde | Oelixdorf | Oelsberg | Oelsnitz | Oelsnitz-Vogtland | Oelsnitz/Vogtland | Oelzschau | Oepfershausen | Oer | Oer-Erkenschwick | Oerel | Oering | Oerlenbach | Oerlinghausen | Oerlinghausen-Altstadt | Oesfeld | Oesterdeichstrich | Oesterwurth | Oestrich-Winkel | Oettingen | Oevenum | Oeversee | Oeynhausen | Offenau | Offenbach | Offenbach-Bürgel | Offenbach-Hundheim | Offenbach-Rumpenheim | Offenberg | Offenburg | Offingen | Offleben | Offstein | Ofterdingen | Ofterschwang | Oftersheim | Ohlsbach | Ohmden | Ohrdruf | Olbernhau | Olbernhau/ | Olbersdorf | Olbersleben | Olching | Oldenburg | Oldenbüttel | Oldendorf | Oldenswort | Oldersbek | Oldisleben | Oldsum | Olfen | Olk | Ollendorf | Ollmuth | Olpe | Olsber2 | Olsberg | Olzheim | Oppach | Oppenau | Oppenheim | Oppenweiler | Oranienbaum | Oranienbaum-Wörlitz | Oranienburg | Oranienburg-Germendorf | Orenhofen | Orlamünde | Ortenberg | Ortenburg | Ortrand | Osann-Monzel | Osburg | Oschatz | Oschersleben | Osnabrück | Osnabrück-Atter | Ostbevern | Ostdorf | Osteeheilbad | Osteel | Ostelsheim | Osten | Ostenfeld | Osterburg | Osterburken | Osterby | Ostercappeln | Osterfeld | Osterhausen | Osterhever | Osterhofen | Osterholz | Osterholz-Scharmbeck | Osterholz-Scharmbeck- | Osternienburger | Osterode | Osterode-Lerbach | Osterrönfeld | Osterstedt | Ostertor | Osterweddingen | Osterwieck | Osterwieck-Zilly | Ostfildern | Ostfildern-Kemnat | Ostfildern-Nellingen | Ostheim | Osthofen | Ostholstein | Ostingersleben | Ostrach | Ostrau | Ostrhauderfehn | Ostritz | Ostseebad | Oststeinbek | Oststeinbek-Havighorst | Ostvorpommern | Ottendorf | Ottendorf-Okrilla | Ottendorf/Okrilla | Ottenhofen | Ottensoos | Ottenstein | Otter | Otterbach | Otterberg | Otterndorf | Ottersberg | Ottersheim | Otterstadt | Ottersweier | Otterwisch | Ottmannshausen | Ottmarshausen | Ottobeuren | Ottobrunn | Ottrau | Ottweiler | Ottweiler-Lautenbach | Ottweiler-Steinbach | Otzberg | Otzberg-Oberklingen | Otzing | Ovelgönne | Overath | Owen | Owen/Teck | Owingen | Owschlag | Oyten | Oßling | PLAUEN | Padenstedt-Kamp | Paderborn | Paderborn-Marienloh | Pahlen | Painten | Palling | Palmersheim | Palzem | Pampow | Panker | Panketal | Panketal/OT | Pansdorf | Pansfelde | Panten | Pantenburg | Panzweiler | Papenburg | Papendorf | Papenhagen | Papenrode | Parchen | Parchim | Parkentin | Parkstein | Parsau | Parsberg | Parsteinsee | Partenheim | Partenstein | Pasewalk | Pasing | Passau | Passau-Hacklberg | Passow | Pastow | Patersdorf | Pattensen | Paulinenaue | Paunzhausen | Pausa | Pausa-Mühltroff | Pausa/Vogtland | Pechbrunn | Peenehagen | Peertz | Peeselin | Peffingen | Pegau | Pegau/OT | Pegnitz | Peheim | Peickwitz | Peine | Peine/Telgte | Peissen | Peiting | Peitz | Peißenberg | Pellworm | Pelm | Penig | Penkun | Penkun/OT | Pennewitt | Pennigsehl | Pentenried | Penzberg | Penzing | Penzlin | Pepelow | Perl | Perleberg | Perlesreut | Pessin | Petersaurach | Petersberg | Petersdorf-Alsmoos | Petershagen | Petershagen/ | Petershagen/Eggersdorf | Petershausen | Peterslahr | Peterswald-Löffelscheid | Peterwitz | Petting | Petze | Pfaffen-Schwabenheim | Pfaffenberg | Pfaffengrün | Pfaffenhofen | Pfaffing | Pfaffroda | Pfalzel | Pfalzgrafenweiler | Pfarrkirchen | Pfedelbach | Pfeffenhausen | Pfinztal | Pfinztal-Berghausen | Pfofeld | Pforzen | Pforzheim | Pforzheim-Büchenbronn | Pforzheim-Huchenfeld | Pfreimd | Pfronten | Pfullendorf | Pfullingen | Pfungstad | Pfungstadt | Pförring | Philippsburg | Philippsthal | Picher | Piesau | Piesport | Piesport-Niederemmel | Pietzpuhl | Pillig | Pilsting | Pilsting/ | Pingelshagen | Pinnau | Pinnberg | Pinneberg | Pinneberg-Waldenau | Pinnow | Pinzberg | Pirmasens | Pirna | Pirow | Plaidt | Planegg | Plankenfels | Plankstadt | Plate | Plattenburg | Plattling | Plau | Plauen | Plech | Pleckhausen | Pleidelsheim | Plein | Pleinfeld | Pleinting | Pleisweiler-Oberhofen | Pleizenhausen | Plessa | Plettenberg | Pliening | Pliezhausen | Plochingen | Plön | Plötzkau | Plüderhausen | Plüschow | Plütscheid | Pockau | Pockau-Lengefeld | Pocking | Poggensee | Pohle | Pohlheim | Pohlheim-Hausen | Poing | Polau | Polch | Polch-Gappenach | Polle | Pollhagen | Polling | Poltersdorf | Polz | Pommelsbrunn | Pommersfelden | Poppenhausen | Porschendorf | Porta | Poseritz | Posseck | Possendorf | Postbauer-Heng | Postfeld | Postlow | Postmünster | Potsdam | Potsdam-Babelsberg | Pottenstein | Pottum | Pouch | Pr.Oldendorf | Prangendorf | Pratau | Preetz | Preist | Premnitz | Prenzlau | Prerow | Presseck | Preten | Pretzfeld | Pretzier | Preußisch | Priborn | Prichsenstadt | Prien | Priepert | Prisannewitz | Prisdorf | Prittriching | Pritzwalk | Probsteierhagen | Probstzella | Pronstorf | Prosigk | Pruchten | Prödel | Prüm | Prützke | Puchheim | Puderbach | Pulheim | Pulheim-Geyen | Pullach | Pullenreuth-Dreihäuser | Pulsnitz | Pulspforde | Puschendorf | Putbus | Putgarten | Putlitz | Putzbrunn | Pyrbaum | Päse | Pöcking | Pöcking-Maising | Pöhl | Pölitz | Pölitz/Schmachthagen | Pölzig | Pömmelte | Pönitz | Pössneck | Pötenitz | Pöttmes | Pößneck | Pünderich | Pürgen | Pütlingen | Püttlingen | Püttlingen-Köllerbach | Qierschied | Quadrath-Ichendorf | Quakenbrück | Quarnbek | Quedlinburg | Queidersbach | Quenstedt | Querfurt | Quern | Querstedt | Quickborn | Quierschied | Quilow | Quirnbach | Quitzdorf | RETHWISCH | Rab | Rabel | Raben | Rabenau | Rabenstein/ | Rabenstein/Fläming | Rackwitz | Radbruch | Raddestorf | Radeberg | Radebeul | Radeburg | Radefeld | Radegast | Radensleben | Radevormwald | Radibor | Radolfzell | Radolfzell-Böhringen | Radolfzell-Möggingen | Raduhn | Raesfeld | Ragow-Merz | Raguhn | Raguhn-Jeßnitz | Rahden | Rahlstedt | Rain | Raisdorf | Ralingen | Ralingen-Godendorf | Ralswiek | Ramberg | Rambin | Rammelsbach | Rammenau | Rammingen | Ramsdorf-Velen | Ramsen | Ramstein-Miesenbach | Ramsthal | Randowtal | Rangendingen | Rangsdorf | Rankwitz | Ransbach-Baumbach | Ranschbach | Ranstadt | Ransweiler | Rantrum | Rantzau | Ranzin | Raschau | Raschau-Markersbach | Rascheid | Rastatt | Rastatt-Ottersdorf | Rastede | Rastede-Wahnbek | Rastenberg | Rastow | Ratekau | Rathen | Rathenow | Rathmannsdorf | Rathskirchen | Ratingen | Ratingen-Hösel | Ratingen-Lintorf | Ratingen-Ost | Rattenberg | Rattiszell | Ratzeburg | Raubach | Raubling | Rauen | Rauenberg | Rauheim | Rauhenebrach | Rauhenebrach-Koppenwind | Raumbach | Raunheim | Rauschenberg | Rausdorf | Ravensburg | Ravenstein | Ravenstein-Merchingen | Raßnitz | Rechberghausen | Rechenberg-Bienenmühle | Rechlin | Rechtsupweg | Reckahn | Recke | Reckershausen | Recklinghausen | Reddelich | Redekin | Rednitzhembach | Redwitz | Rees | Reestow | Reeßum | Regen | Regensburg | Regensburg-Rheinhausen | Regenstauf | Regesbostel | Regis-Breitingen | Regnitzlosau | Rehau | Rehbeck | Rehborn | Rehburg | Rehburg-Loccum | Rehden | Rehe | Rehefeld | Rehfelde | Rehling | Rehlingen | Rehlingen-Gerlfangen | Rehlingen-Siersburg | Rehlingen-Siersburg-Biringen | Rehlingen-Siersburg-Hemmersdorf | Rehm-Flehde-Bargen | Rehna | Reichartshausen | Reichelsheim | Reichenbach | Reichenbach-Steegen | Reichenbach/F. | Reichenbach/O.L. | Reichenbach/Oberlausitz | Reichenberg | Reichenschwand | Reichenwalde | Reichersbeuern | Reichertshausen | Reichertsheim | Reichertshofen | Reichselsheim | Reichshof | Reichsthal | Reidenhausen | Reiffelbach | Reifferscheid | Reil/Mosel | Reilingen | Reinbek | Reinberg | Reinfeld | Reinhardshagen | Reinheim | Reinkenhagen | Reinsbüttel | Reinsdorf | Reinsfeld | Reinstorf | Reisbach | Reischach | Reisdorf | Reisensburg | Reiskirchen | Reiskirchen-Saasen | Reislingen | Reit | Reitzenhain | Reken | Relingen | Rellingen | Relzow | Remagen | Remchingen | Remchingen-Nöttingen | Remchingen-Singen | Remlingen | Remlingen-Semmenstedt | Remptendorf | Remscheid | Remscheid-Lennep | Remse | Remseck | Remseck-Aldingen | Remshalden | Remshalden-Hebsack | Renchen | Rendsburg | Rendsburg-Eckernförde | Rengsdorf | Rennerod | Rennerod-Emmerichenhain | Rennertshofen | Renningen | Renzow | Reppenstedt | Rerik | Rethem | Rethwisch | Rettenbach | Rettenberg | Retterath | Rettigheim | Rettin | Reuden | Reute | Reutern | Reuth | Reutlingen | Reutlingen-Betzingen | Reutlingen-Gönningen | Reutlingen-Mittelstadt | Reutlingen-Ohmenhausen | Reutlingen-Sickenhausen | Reußenköge | Rhade | Rhauderfehn | Rhaunen | Rheda-Wiedenbrück | Rhede | Rhede-Krechting | Rhede-Vardingholt | Rhede/Ems | Rhein-Pfalz-Kreis | Rhein-Sieg-Kreis | Rheinau | Rheinbach | Rheinbach-Merzbach | Rheinbach-Oberdrees | Rheinberg | Rheinbreitbach | Rheinbrohl | Rheinböllen | Rheine | Rheinfelden | Rheinfelden- | Rheinhausen | Rheinland-Pfalz | Rheinmünster | Rheinsberg | Rheinstetten | Rheinstetten- | Rheinstetten-Mörsch | Rheisberg | Rhens | Rheurdt | Rhinow | Rhodt | Rhumspringe | Rhön-Grabfeld | Rhönblick | Ribbesbüttel | Ribnitz | Ribnitz- | Ribnitz-Damgarten | Richtenberg | Rickenbach | Rickensdorf | Ried | Riedbach | Riede | Riedelberg | Rieden | Riedenberg | Riedenburg | Riederich | Riedhausen | Riedlingen | Riedlingen-Daugendorf | Riedlingen-Teilort | Riedstadt | Riedstadt-Goddelau | Riegelsberg | Riekofen | Rielasingen | Rielasingen-Worblingen | Riemerling | Rieneck | Riepsdorf | Riesa | Rieseby | Rieste | Riesweiler | Rietberg | Riethnordhausen | Rietschen | Rietz-Neuendorf | Rietzneuendorf-Staakow | Rimbach | Rimbach/Albersbach | Rimpar | Rinchnach | Ringe | Ringfurth | Ringgau | Ringgau/OT | Ringsberg | Ringsheim | Ringstedt | Rinnthal | Rinteln | Rinzenberg | Rippershausen | Risum-Lindholm | Ritschenhausen | Ritterhude | Rittersdorf | Rivenich | Riveris | Rißtissen | Rochau | Rochlitz | Rockenberg | Rockenhausen | Roda | Rodalben | Rodeberg | Rodenbach | Rodenbek | Rodenberg | Rodewald | Rodewisch | Rodgau | Rodgau-Jügesheim | Roding | Roetgen | Roggenburg | Roggendorf | Roggenstorf | Roggentin | Rogätz | Rohlstorf | Rohr | Rohrbach | Rohrbach-Fahlenbach | Rohrdorf | Rohrenfels | Rohrsen | Rohrsheim | Roigheim | Roitham | Roitzschjora | Rolfsbüttel | Rollwitz | Rom | Rommerskirchen | Rommerskirchen-Sinsteden | Rondorf | Ronneburg | Ronnenberg | Ronnenberg-Empelde | Ronnenberg-Stadt | Ronsberg | Ronshausen | Rosbach | Rosbach-Rodheim | Rosche | Rosdorf | Rosenbach | Rosenberg | Rosendahl | Rosendahl-Holtwick | Rosenfeld | Rosenfeld- | Rosenfeld-Isingen | Rosengarten | Rosenhagen | Rosenheim | Rosenkopf | Rosenow | Rosenthal | Rosenthal-Bielatal | Rositz | Roskow | Rosow | Rossau | Rossau/Seifersbach | Rossbach | Rossdorf | Rossow | Rosswein | Rostock | Rostock-City | Rostock-Evershagen | Rostock-Gehlsdorf | Rot | Rotenburg | Rotenburg/Wümme | Roth | Rothemühl | Rothenberg | Rothenburg | Rothenburg/Oberlausitz | Rothenhain | Rothschwaige | Rott | Rottach-Egern | Rottach-Oberhof | Rottenacker | Rottenbach | Rottenburg | Rottenburg-Dettingen | Rotthalmünster | Rottmersleben | Rottweil | Rottweil-Feckenhausen | Roxheim | Roßbach | Roßdorf | Roßlau | Roßleben | Roßleben-Wiehe | Roßwein | Rubkow | Rubow | Rudersberg | Ruderting | Rudolstadt | Ruhla | Ruhland | Ruhmannsfelden | Ruhpolding | Ruhstorf | Ruhwinkel | Rullstorf | Rumbach | Runding | Runkel | Runkel-Schadeck | Runkel/ | Ruppach | Ruppach-Goldhausen | Ruppersdorf | Ruppertsecken | Ruppertshofen | Ruppertsweiler | Ruppichteroth | Ruschberg | Rust | Rutesheim | Rutesheim/Perouse | Ruthe | Ruthweiler | Rutsweiler | Ruttersdorf-Lotschen | Räbke | Ränkam | Rätzlingen | Röbel | Röbel/Müritz | Röblingen | Rödelhausen | Rödental | Rödental-Kipfendorf | Röderaue | Röderland | Rödermark | Rödersheim-Gonau | Rödersheim-Gronau | Rödibgahausen | Rödinghausen | Rödinghausen-Schwenningdorf | Rögling | Röhrmoos | Röhrnbach | Röllbach | Römerberg | Römerstein | Römhild | Rösrath | Rösrath-Forsbach | Rösrath-Stümpen | Rötgesbüttel | Rötha | Röthenbach | Rötsweiler-Nockenthal | Röttenbach | Röttingen | Rötz | Rübeland | Rübenach | Rückersdorf | Rüdersdorf | Rüdesheim | Rüdigershagen | Rüdnitz | Rügen | Rühen | Rühstädt | Rüllschau | Rülzheim | Rümmelsheim | Rümmer | Rümmingen | Rümpel | Rüscheid | Rüsselsheim | Rüsselsheim-Königstädten | Rüssingen | Rüthen | Rüthen-Kallenhardt | Rüthnick | Rüting | Sa | Saal | Saalburg | Saalburg-Ebersdorf | Saaldorf-Surheim | Saalfeld | Saalfeld/Saale | Saalstadt | Saarbrücken | Saarbrücken-Altenkessel | Saarbrücken-Burbach | Saarbrücken-Dudweiler | Saarbrücken-Klarenthal | Saarbrücken-Scheidt | Saarbrücken-Stadt | Saarburg | Saarburg-Hosteberg | Saarlouis | Saarlouis-Lisdorf | Saarlouis-Roden | Saarlouis-Steinrausch | Saarwellingen | Sabershausen | Sachsen | Sachsen-Anhalt | Sachsendorf | Sachsenhagen | Sachsenheim | Sachsenkam | Saerbeck | Saffig | Sagard | Sailauf | Salach | Salching | Saldenburg | Salem | Salem-Dargow | Salgen | Sallgast | Salm | Salzatal | Salzatal/OT | Salzbergen | Salzgitter | Salzgitter-Bad | Salzgitter-Beinum | Salzgitter-Bruchmachtersen | Salzgitter-Gebhardshagen | Salzgitter-Ringelheim | Salzgitter-Salder | Salzgitter/Salder | Salzhausen | Salzhemmendorf | Salzhemmendorf/Lauenstein | Salzkotten | Salzkotten-Scharmede | Salzmünde | Salzwedel | Salzweg | Samerberg | Samswegen | Samtens | Sandberg | Sande | Sandersdorf | Sandersdorf-Brehna | Sandersleben | Sandhagen | Sandhatten | Sandhausen | Sandkrug | Sangerhausen | Sanitz | Sankt | Sargenroth | Sargstedt | Sarmersbach | Sarnow | Sarow | Sarstedt | Sasbachwalden | Sassenberg | Sassenberg-Füchtorf | Sassenburg | Sassenburg/ | Sassnitz | Saterland | Saterland/Strücklingen | Satow | Satrup | Satteldorf | Sattelweiler | Satzung | Sauensiek | Sauerlach | Sauerthal | Sauldorf | Saulgau | Saulheim | Saupsdorf | Sauzin | Sayda | Schaafheim | Schaalby | Schacht-Audorf | Schackendorf | Schackensleben | Schafflund | Schafstedt | Schafstädt | Schalkau | Schalkenbach | Schalkenmehren | Schalkholz | Schalksmühle | Schallbach | Schallodenbach | Schallstadt | Schaprode | Scharbeutz | Scharbeutz-Klingberg | Scharbeutz/Ostsee | Scharbow | Scharfenstein | Scharnebeck | Schashagen | Schauenburg | Schauenburg- | Schauenburg-Elgershausen | Schauenstein | Schaumburg | Schauren | Schechingen | Scheden | Scheer | Scheeßel | Schefflenz | Scheggerott | Scheibenhardt | Scheidegg | Scheinfeld | Schelklingen | Schelldorf | Schellerten | Schellhorn | Schellroda | Schellweiler | Schemmerhofen | Schemmerhofen-Schemmerberg | Schenefeld | Schenkelberg | Schenkenberg | Schenkendöbern | Schenkenzell | Schenklengsfeld | Schermbeck | Schermbeck-Gahlen | Schermen | Schernfeld | Schernikau | Scherstetten | Scheuen | Scheuerfeld | Scheuring | Scheyern | Scheßlitz | Schieder | Schieder-Schwalenberg | Schierling | Schiesheim | Schiffdorf | Schiffdorf-Spaden | Schiffdorf/ | Schifferstadt | Schiffweiler | Schildau | Schildow | Schillingen | Schillingsfürst | Schillingstedt | Schiltach | Schimberg | Schindhard | Schinkel | Schipkau | Schirgiswalde | Schirgiswalde-Kirschau | Schirnding | Schkeuditz | Schkopau | Schkölen | Schladen | Schladen-Werla | Schlagenthin-Genthin | Schlangen | Schlangen- | Schlangenbad | Schlangenbad-Georgenborn | Schlangenbad-Wambach | Schlangenbad/ | Schlat | Schlebusch | Schleching | Schlechtsart | Schlegel | Schleich | Schleid | Schleiden | Schleiden-Gemünd | Schleiden-Harperscheid | Schleiden-Oberhausen | Schleife | Schleiz | Schlemmin | Schlepzig | Schleswig | Schlettau | Schleusegrund | Schleusingen | Schleusingen/ | Schleusingerneundorf | Schlieben | Schliengen | Schliengen-Obereggenen | Schlier | Schlierbach | Schliersee | Schlipsheim | Schlitz | Schlitz-Üllershausen | Schlotheim | Schlowe | Schloß | Schloßböckelheim | Schluchsee | Schlöben | Schlüchtern | Schlüsselfeld | Schmalbach | Schmalensee | Schmalkalden | Schmallenberg | Schmatzhausen | Schmelz | Schmelz-Michelbach | Schmerbach | Schmerz | Schmidgaden | Schmidmühlen | Schmiedeberg | Schmiedefeld | Schmitshausen | Schmitt | Schmitten | Schmitten-Arnoldshain | Schmitten-Oberreifenberg | Schmittweiler | Schmon | Schmölln | Schmölln-Putzkau | Schnackenburg | Schnaittach | Schnaittenbach | Schnakenbek | Schneckenlohe | Schneeberg | Schnega | Schnellbach | Schneppenbach | Schneverdingen | Schobüll | Scholderup | Schollene | Schonach | Schondorf | Schondra | Schongau | Schonungen | Schopfheim | Schopfloch | Schopp | Schorfheide | Schorndorf | Schorndorf-Schornbach | Schorndorf-Weiler | Schornsheim | Schorssow | Schortens | Schortens-Heidmühle | Schortens-Middelsfähr | Schortens-Sillenstede | Schortens/Sillenstede | Schossin | Schotten | Schramberg | Schramberg-Sulgen | Schramberg-Waldmössingen | Schraplau | Schriesheim | Schriesheim-Altenbach | Schrobenhauen | Schrobenhausen | Schrobenhausen-Mühlried | Schrozberg | Schröding | Schuld | Schulzendorf | Schuttertal-Dörlinbach | Schutz | Schwaan | Schwabach | Schwabenheim | Schwabhausen | Schwabmünchen | Schwabstedt | Schwaig | Schwaigern | Schwaikheim | Schwalbach | Schwalbach-Hülzweiler | Schwallbach | Schwalmstadt | Schwalmstadt-Treysa | Schwalmtal | Schwalmtal-Waldniel | Schwanau | Schwandorf | Schwanebeck | Schwanewede | Schwanewede-Neuenkirchen | Schwanfeld | Schwangau | Schwanheim | Schwanstetten | Schwarme | Schwarmstedt | Schwartbuck | Schwarz | Schwarzach | Schwarzatal-Mellenbach | Schwarzen | Schwarzenbach | Schwarzenbach/Saale | Schwarzenbach/Wald | Schwarzenbek | Schwarzenberg | Schwarzenberg-Erla | Schwarzenberg/Erz. | Schwarzenborn | Schwarzenbruck | Schwarzenfeld | Schwarzheide | Schwarzwald-Baar-Kreis | Schwebheim | Schwedelbach | Schwedt | Schwedt/Oder | Schwegenheim | Schweich | Schweigen-Rechtenbach | Schweighofen | Schweindorf | Schweinfurt | Schweinitz | Schweisweiler | Schweitenkirchen | Schwelm | Schwendi | Schwendi-Schönebürg | Schwenningen | Schwentinental | Schwentinetal | Schweppenhausen | Schwerin | Schwerin-Neumühle | Schwerin-Wickendorf | Schweringen | Schwerte | Schwesing | Schwetzingen | Schwichtenberg | Schwieberdingen | Schwielochsee | Schwielochsee-Jessern | Schwielowsee | Schwienau | Schwifting | Schwindegg | Schwinge | Schwoitsch | Schwollen | Schwäbich | Schwäbisch | Schwärzelbach | Schwülper | Schäftlarn | Schäftlarn-Ebenhausen | Schöffengrund | Schöfweg | Schöllkrippen | Schöllnach | Schömberg | Schömberg-Langenbrand | Schömberg-Schörzingen | Schömerich | Schönaich | Schönau | Schönau-Berzdorf | Schönbach | Schönberg | Schönberger | Schönborn | Schönborn-Dreiwerden | Schönbrunn | Schönbrunn-Moosbrunn | Schöndorf | Schönebeck | Schöneberg | Schöneberg/ | Schönebürg | Schöneck | Schöneck-Büdesheim | Schöneck/Vogtland | Schönefeld | Schöneiche | Schönenberg-Kübelberg | Schönermark | Schönewalde | Schönfeld | Schönfließ | Schöngeising | Schönhausen | Schönheide | Schöningen | Schönkirchen | Schönow | Schönsee | Schönstedt | Schöntal | Schönwald | Schönwalde | Schönwalde-Glien | Schönwölkau | Schöppenstedt | Schöppenstedt-Schliestedt | Schöppingen | Schörzingen | Schülldorf | Schüller | Schülp | Schürdt | Schüttorf | Sebnitz | Seck | Seckach | Seddiner | Sedelsberg | Seebad | Seebenau | Seebruck | Seeburg | Seedorf | Seefeld | Seeg | Seega | Seegebiet | Seehausen | Seeheim | Seeheim-Jugenheim | Seeheim-Jugenheim/OT | Seehof | Seeland | Seelbach | Seelen | Seelingstädt | Seelitz | Seelow | Seelse | Seelze | Seeon-Roitham | Seesen | Seesen-Mechtshausen | Seesen-Rhüden | Seeshaupt | Seeth | Seevetal | Seevetal-Maschen | Seewald | Seewald-Besenfeld | Segeberg | Segeletz | Seggebruch | Sehlem | Sehlen | Sehlendorf | Sehmatal | Sehmatal-Sehma | Sehnde | Sehnde-Klein | Seibersbach | Seiffen | Seifhennersdorf | Seinsfeld | Seitingen- | Seitingen-Oberflacht | Selb | Selbitz | Selent | Selfkant | Selfkant-Millen | Seligenstadt | Selke-Aue | Sellin | Selm | Selm-Bork | Selm-Cappenberg | Selmsdorf | Selsingen | Selters | Selters-Niederselters | Selters-Ortsteil | Selters/ | Selzen | Sembach | Semlow | Semmenstedt | Senden | Sendenhorst | Senftenberg | Sengenthal | Senheim | Sensweiler | Senzig | Sereetz | Serrig | Sersheim | Sessenbach | Seth | Setzingen | Seubersdorf | Seukendorf | Seulingen | Sevelen | Sexau | Seybothenreuth | Seyda | Sibbesse | Siberatsweiler | Sickingen | Sickte | Siebeldingen | Siebenbäumen | Siebenmorgen | Siedenbollentin | Siedenbrünzow | Siedenburg | Siefersheim | Siegbach | Siegbach-Oberndorf | Siegburg | Siegelbach | Siegen | Siegen-Mudersbach | Siegenburg | Siegsdorf | Siegsdorf-Hammer | Siek | Sielenbach | Sielow | Sien | Sierksdorf | Sierksrade | Sietow | Sievershütten | Sigmaringen | Sigmaringen-Jungnau | Sigmaringendorf | Sigmarszell | Silberstedt | Sillerup | Simbach | Simmelsdorf | Simmerath | Simmerath-Hammer | Simmerath-Rurberg | Simmerath-Strauch | Simmern | Simmern/Hunsrück | Simmersfeld | Simmozheim | Simonsberg | Simonswald | Sindelfingen | Sindringen-Forchtenberg | Singen | Singhofen | Sinn | Sinntal | Sinntal-Jossa | Sinsheim | Sinsheim-Ehrstädt | Sinsheim-Eschelbach | Sinspelt | Sinzheim | Sinzig | Sinzing | Sippersfeld | Sittensen | Sitters | Soderstorf | Soest | Sohland | Sohren | Sohrschied | Solingen | Solingen-Dorp | Solingen-Ohligs | Sollerup | Solln | Sollstedt | Sollwitt | Solms | Solms-Oberbiel | Solnhofen | Soltau | Soltendieck | Sommerfeld | Sommerland | Sommersdorf | Sommersdorf-Marienborn | Sondershausen | Sonneberg | Sonnefeld | Sonnen | Sonnenberg | Sonnenbühl-Genkingen | Sonnenschied | Sonnewalde | Sonsbeck | Sontheim | Sonthofen | Sontra | Sophienhamm | Sophienhof | Sottrum | Soyen | Soßmar | Spabrücken | Spahnharrenstätte | Spaichingen | Spalt | Spalt-Großweingarten | Spangdahlem | Spangenberg | Spantekow | Spardorf | Sparneck | Spay | Spechbach | Speicher | Speichersdorf | Spelle | Spenge | Spesbach | Spessart | Speyer | Spiegelau | Spiegelberg | Spiesen | Spiesen- | Spiesen-Elversberg | Spiesheim | Sponheim | Spornitz | Spraitbach | Sprakensehl | Spree-Neiße-Dissen-Striesow | Spreetal | Spremberg | Sprendlingen | Springe | Springe-Völksen | Sprockhövel | St | St. | St.Ingbert | St.Ingbert-Rohrbach | St.Katharinen | St.Leon-Rot | St.Wendel | Stade | Stade-Wiepenkathen | Stadland | Stadland-Norderschwei | Stadtallendorf | Stadtbergen | Stadthagen | Stadthagen-Krebshagen | Stadtilm | Stadtkyll | Stadtland | Stadtlauringen | Stadtlohn | Stadtlohn-Wenningfeld | Stadtoldendorf | Stadtroda | Stadtsteinach | Stadtverband | Stadum | Stahlberg | Stahlhofen | Stahnsdorf | Stahringen | Staig | Staig-Steinberg | Stammbach | Stammham | Stapel | Stapelfeld | Starkenberg | Starkenburg | Starnberg | Starzach | Starzach-Wachendorf | Stassfurt | Staucha | Staudernheim | Staufen | Staufenberg | Staufenberg-Daubringen | Staufenberg-Spiekershausen | Stavenhagen | Stavern | Staßfurt | Staßfurth | Stederdorf | Stedesand | Stedten | Steffenberg | Steffenshagen | Stegaurach | Stegen | Steigen | Steigra | Steimel | Steimke | Stein | Steinach | Steinau | Steinau-Marborn | Steinbach | Steinbach-Hallenberg | Steinberg | Steinbergkirche | Steinburg | Steindorf | Steinebach | Steinebach/Wörthsee | Steinefrenz | Steinen | Steinen-Lehnacker | Steinenbronn | Steinenstadt | Steineroth | Steinfeld | Steinfurt | Steinfurt-Borghorst | Steingaden | Steinhagen | Steinhagen-Brockhagen | Steinhagen-Zentrum | Steinhausen | Steinheid | Steinheim | Steinheim- | Steinheim-Sandebeck | Steinhorst | Steinhude | Steinhöfel | Steinhöring | Steinigtwolmsdorf | Steiningen | Steinkirchen | Steinmauern | Steinpleis | Steinthaleben | Steinweiler | Steinwenden | Steinwiesen | Stelle | Stelzenberg | Stemshorn | Stemwede | Stendal | Stephanskirchen | Steppach | Sternberg | Sternebeck | Sternenfels | Sterup | Stetten | Stettfeld | Steutz | Steyerberg | Stipshausen | Stockach | Stockdorf | Stockelsdorf | Stockheim | Stockstadt | Stockum-Püschen | Stoetze | Stolberg | Stolberg-Donnerberg | Stolk | Stollberg | Stolpe | Stolpen | Stolzenau | Stolzenhagen | Storbeck-Frankendorf | Storkow | Straelen | Straeten | Strahwalde | Stralendorf | Stralsund | Strasburg | Straubehardt-Conweiler | Straubenhardt | Straubing | Straufhain/Linden | Straupitz | Strausberg | Straußfurt | Straußhof | Straßberg | Straßenhaus | Straßkirchen | Straßlach | Straßlach-Dingharting | Strehla | Streithausen | Striegistal | Stromberg | Strotzbüsch | Struckum | Strullendorf | Struppen | Struxdorf | Ströbeck | Stubben | Stuer | Stuhr | Stuhr-Heiligenrode | Stuhr-Neukrug | Stutensee | Stutensee- | Stuttgart | Stuttgart- | Stuttgart-Degerloch | Stuttgart-Vaihingen | Stuttgart-Zazenhausen | Stuttgart_Plieningen | Stuvenborn | Stätzling | Stöckse | Stödtlen | Stönitz | Stößen | Stüde | Stüdenitz | Stüdenitz-Schönermark | Stühlingen | Stützengrün | Suckow | Suderburg | Sugenheim | Suhl | Suhlendorf | Sukow-Levitzow | Suldzorf | Sulingen | Sulmingen | Sulz | Sulzbach | Sulzbach-Laufen | Sulzbach-Rosenberg | Sulzbach/Murr | Sulzbach/Saar | Sulzfeld | Sulzheim | Sundern | Sundhagen | Surberg | Surwold | Sustrum | Swistal-Odendorf | Swisttal | Swisttal-Buschhoven | Swisttal-Odendorf | Syke | Syke-Barrien | Sylt | Sylt-Ost | Sylt/ | Sylt/Archsum | Sylt/OT | Syrau | Syrgenstein | Sächsische | Söchtenau | Sögel | Söhlde | Söhrewald | Sölden | Sömmerda | Sörup | Sötern | Südbrookmerland | Süderbrarup | Süderdeich | Süderende | Süderfahrenstedt | Südergellersen | Süderhackstedt | Süderhastedt | Süderheistedt | Süderholz | Süderlügum | Süderstapel | Südharz | Südkirchen | Südliches | Südlohn | Südlohn-Oeding | Südwinsen | Sülfeld | Sülzetal | Süplingen | Süpplingenburg | Süsel | Süsterseel | Süttorf | Süßen | Taarstedt | Taben-Rodt | Tacherting | Talhausen | Talheim | Talkau | Talling | Tambach | Tamm | Tamm-Hohenstange | Tandern | Tangerhütte | Tangermünde | Tangstedt | Tann | Tanna | Tanne | Tannenberg | Tantow | Tapfheim | Tappenbeck | Tarmstedt | Tarnow | Tarp | Tarthun | Tastrup | Tating | Taubenheim | Tauberbischofsheim | Taucha | Tauche | Tauer | Taufkirchen | Taufkirchen/ | Taunusstein | Taunusstein-Hahn | Taunusstein-Wehen | Taura | Tautenhain | Techentin | Tecklenburg | Tecklenburg-Stadt | Tegernheim | Tegernsee | Teichwitz | Teisendorf | Teising | Teisnach | Telgte | Tellig | Tellingstedt | Teltow | Teltow-Fläming-Blankenfelde-Mahlow | Temmen-Ringenwalde | Temnitzthal | Templin | Tengen | Teningen | Teningen-Nimburg | Tennenlohe | Tensbüttel-Röst | Tespe | Tessenow | Tessin | Testorf-Steinfort | Tetenbüll | Tetenhusen | Teterow | Tettau | Tettenweis | Tettnang | Teublitz | Teuchern | Teunz | Teupitz | Teuschnitz | Teutschenthal | Teutschenthal/Angersdorf | Tewswoos | Teßmannsdorf | Thaden | Thaining | Thale | Thaleischweiler | Thaleischweiler-Fröschen | Thalfang | Thalfang-Bäsch | Thalhausen | Thalheim | Thalheim/Erzgebirge | Thallwitz | Thalmassing | Thalmässing | Thannhausen | Thanstein | Tharandt | Thekla | Themar | Theres | Thiede | Thierhaupten | Thiersheim | Thierstein | Thiessow | Tholey | Tholey-Neipel | Thomasburg | Threna | Thum | Thumby | Thundorf | Thurmansbang | Thyrnau | Thüngen | Thüngersheim | Thüringen | Tiddische | Tiefenbach | Tiefenbach-Ast | Tiefenbronn | Tiefenbronn- | Tiefenbronn-Lehningen | Tiefenort | Tiefensee | Tiefenthal | Tielen | Tierhaupten | Timmendorfer | Timmenrode | Tinnum | Tirpersdorf | Tirschenreuth | Titisee-Neustadt | Titting | Tittling | Tittmoning | Titz | Titz-Ameln | Todenbüttel | Todendorf | Todenroth | Todesfelde | Todtenweis | Todtmoos | Todtnau | Tolk | Tollwitz | Tonna | Toppenstedt | Torgau | Torgelow | Tornesch | Tostedt | Tosterglope | Traben | Traben-Trabach | Traben-Trarbach | Trabitz | Train | Traitsching | Tralau | Tramm | Trappenkamp | Trassem | Trassenheide | Trauchgau | Traumhaftes | Traunreut | Traunstein | Traunwalchen | Trautskirchen | Travemünde | Travenbrück | Traventhal | Trebbichau | Trebbin | Trebel | Treben | Trebendorf | Trebgast | Trebsen | Trebsen/Mulde | Trebur | Trebur-Astheim | Trechtingshausen | Treffelstein | Treffurt | Treffurt/OT | Treia | Treis-Karden | Tremsbüttel | Tremsdorf | Trendelburg | Trennewurth | Trent | Treseburg | Treuchtlingen | Treuen | Treuenbrietzen | Triberg | Tribseer | Tribsees | Triefenstein | Trier | Trier-Irsch | Trierweiler | Triftern | Trillfingen | Trimbs | Trinum | Trippstadt | Trittau | Trittenheim | Trochtelfingen | Trochtelfingen-Steinhilben | Trogen | Troisdorf | Troisdorf-Bergheim | Troisdorf-Sieglar | Trossin | Trossingen | Trostberg | Trulben | Trusetal | Tröndel | Tröstau | Tschernitz | Tschirn | Tucheim | Tuchenbach | Tuningen | Tuntenhausen | Turnow-Preilack | Tussenhausen | Tutow | Tuttlingen | Tutzing | Tutzingen | Twedt | Twist | Twistringen | Töging | Tönisvorst | Tönning | Töpchin | Töpen | Tübingen | Tüddern | Tülau | Tülau-Voitze | Türkenfeld | Türkheim | Türkheim-Irsingen | Tüßling | Ubstadt-Weiher | Uchte | Uckerfelde | Uckerland | Udenheim | Udler | Uebigau | Uebigau-Wahrenbrück | Uebigau-Warenbrück | Uecker-Randow | Ueckermünde | Uedem | Uehlfeld | Uehrde | Uelitz | Uelsen | Uelversheim | Uelvesbüll | Uelzen | Uelzen-Veerssen | Uersfeld | Uetersen | Uettingen | Uetze | Uetze-Dollbergen | Uffenheim | Uffing | Uhingen | Uhldingen | Uhldingen-Mühlhofen | Uhler | Uhlstädt-Kirchhasel | Uichteritz | Ulm | Ulm-Eggingen | Ulmen | Ulmet | Ulrichstein | Ulrichstein/Helpershain | Ulsnis | Umkirch | Ummanz | Ummendorf | Ummern | Undeloh | Undenheim | Undorf | Unkel | Unna | Unnau | Unterbreizbach | Unterdietfurt | Unterdießen | Unteregg | Untereisesheim | Unterensingen | Untereurach | Unterföhring | Untergiesing-Harlaching | Untergriesbach | Untergruppenbach | Untergöhren | Unterhaching | Unterkirnach | Unterloquitz | Unterlüss | Unterlüß | Untermeitingen | Untermeitingen/Lagerlechfeld | Untermünkheim | Unterneukirchen | Unterpfaffenhofen | Unterriexingen | Unterschleißheim | Unterschneidheim | Untersiemau | Unterspreewald | Unterthingau | Unterwössen | Untrasried | Unzenberg | Upahl | Upgant-Schott | Uphusum | Uplengen | Urbach | Urbach/ | Urbar | Urmersbach | Ursberg | Urspringen | Usedom | Usingen | Uslar | Ustersbach | Utecht | Utersum | Uthleben | Uthlede | Uthmöden | Utscheid | Uttenreuth | Uttenweiler | Utting | Uttlau | VG | VS-Schwenningen | VS-Weigheim | Vachdorf | Vahlbruch | Vahlde | Vaihingen | Vaihingen/Enz | Vallendar | Valley | Valluhn | Varel | Vastorf | Vaterstetten | Vaterstetten-Baldham | Vechelde | Vechelde-Liedingen | Vechta | Veckenstedt | Vehlefanz | Vehlow | Veitsbronn | Veitshöchheim | Velbert | Velburg | Velden | Veldenz | Velgast | Vellahn | Vellberg | Vellmar | Velpke | Velpke-Meinkot | Velten | Veltheim | Vendersheim | Vennikel | Verchen | Verden | Veringenstadt | Verl | Versmold | Vetschau | Vettelschoß | Vettweiss | Vettweiß | Victorbur | Viechtach | Vielbach | Vielbaum | Vielist | Vielitz | Vienau | Vienenburg | Vienenburg-Weddingen | Viereck | Vieregge | Viereth | Vierhausen | Vierherrenborn | Vierkirchen | Vierlinden | Vierlinden/OTNeutempel | Viernheim | Viersen | Vilgertshofen | Vilingen | Villenbach | Villingen | Villingen-Schwenningen | Villingendorf | Villmar | Villmar-Aumenau | Villmar-Weyer | Villmar/ | Vilsbiburg | Vilseck | Vilsheim | Vilshofen | Vinningen | Vipperow | Virneburg | Visselhövede | Vitzenburg | Viöl | Vlotho | Voerde | Voerde-Spellem | Vogach | Vogelsdorf | Vogt | Vogtsburg | Vohburg | Vohburg-Ortsteil | Vohenstrauß | Voigtsdorf | Voigtstedt | Volkenschwand | Volkertshausen | Volkesfeld | Volkmarsen | Vollersode | Vollerwiek | Volsemenhusen | Volxheim | Vorbach | Vorbeck | Vorderweidenthal | Vordorf | Vorsfelde | Vorwerk | Vossenack | Vreden | Vrees | Vögelsen | Vöhl | Vöhl-Buchenberg | Vöhrenbach | Vöhringen | Völkersbach | Völklingen | Völkshagen | Völpke | Völschow | Vörstetten | Waabs | Waakirchen | Wabern | Wachau | Wachenheim | Wachenroth | Wachtberg | Wachtberg-Ließem | Wachtberg-Pech | Wachtberg-Villiprott | Wachtendonk | Wackernheim | Wackerow | Wackersdorf | Waddeweitz | Wadern | Wadern-Wadrill | Wadersloh | Wadgassen | Wadgassen-Differten | Wadgassen-Werbeln | Waffenbrunn | Wagenfeld | Waghäusel | Waghäusel-Kirrlach | Waghäusel-Wiesental | Waging | Wahlen | Wahlheim | Wahlitz | Wahlstedt | Wahrenholz | Waiblingen | Waibstadt | Waibstadt-Daisbach | Waidhofen | Waigandshain | Waischenfeld | Wakendorf | Walchum | Wald | Wald-Michelbach | Waldachtal | Waldachtal-Salzstetten | Waldalgesheim | Waldaschaff | Waldau | Waldbreitbach | Waldbronn | Waldbrunn | Waldbrunn-OT | Waldbröl | Waldbunn | Waldburg | Waldböckelheim | Walddorfhäslach | Waldeck | Waldems | Waldenbuch | Waldenburg | Waldersee | Waldershof | Waldesch | Waldfeucht | Waldfeucht-Hontem | Waldfischbach-Burgalben | Waldhambach | Waldhausen | Waldheim | Waldhufen | Waldkappel | Waldkappel-Hartmutsachsen | Waldkirch | Waldkirchen | Waldkraiburg | Waldleiningen | Waldmohr | Waldmünchen | Waldniel-Ungerath | Waldorf | Waldrach | Waldrohrbach | Waldsee | Waldshut | Waldshut-Tiengen | Waldsieversdorf | Waldsolms | Waldsteinberg | Waldstetten | Waldweiler | Walheim | Walkendorf | Walkenried | Walkertshofen | Wallau | Walldorf | Walldürn | Walle | Wallenborn | Wallenfels | Wallenhorst | Wallerfangen | Wallerfangen-Gisingen | Wallerfangen-Kerlingen | Wallersdorf | Wallerstein | Wallertheim | Wallgau | Wallhalben | Wallhausen | Wallmenroth | Wallmerod | Wallsbüll | Wallscheid | Wallstawe | Walluf | Walluf-Oberwalluf | Wallwitz | Walmerod | Walow | Walpertskirchen | Walsheim | Walsleben | Walsrode | Waltenhofen | Walternienburg | Walterschen | Waltersdorf | Waltershausen | Waltrop | Walzbachtal | Walzbachtal-Jöhlingen | Wandersleben | Wanderup | Wandlitz | Wanfried | Wang | Wangelnstedt | Wangen | Wangerland | Wangerland/ | Wangerland/Tettens | Wangerooge | Wankendorf | Wanna | Wanngen | Wannweil | Wanzleben | Wanzleben-Börde | Wapelfeld | Warberg | Warbsen | Warburg | Warburg- | Wardenburg | Wardow | Waren | Waren-Müritz | Warendorf | Warin | Warlitz | Warmensteinach | Warmsroth | Warnau | Warnemünde | Warnow | Warpe | Warstein | Warstein- | Wartenberg | Warthausen | Wartmannsroth | Wartmannsroth-OT | Wasbek | Wasbüttel | Wasenbach | Wassenberg | Wassenberg-Myhl | Wasserburg | Wasserkoog | Wasserlosen | Wasungen | Wathlingen | Wattenbek | Wattenheim | Watzerath | Wawern | Waxweiler | Webelsfelde | Wechselburg | Wedderstedt | Weddingstedt | Wedel | Wedel-Schulau | Wedemark | Wedemark-Brelingen | Wedendorf | Weener | Weeze | Wefensleben | Weferlingen | Wegberg | Wegberg-Arsbeck | Wegberg-Beeck | Wegberg-Dalheim | Wegberg-Klinkum | Wegeleben | Weggun | Wehingen | Wehr | Wehretal | Wehrheim | Wehrheim-Obernhain | Wehringen | Weida | Weiden | Weidenbach | Weidenberg | Weidenhahn | Weidenstetten | Weidenthal | Weidhausen | Weiding | Weiersbach/Daun | Weikersheim | Weil | Weilar | Weilbach | Weilburg | Weilburg- | Weilburg-Hirschhausen | Weiler | Weiler-Simmerberg | Weilerbach | Weilerswist | Weilheim | Weilheim-Bannholz | Weilimdorf | Weilmünster | Weilmünster- | Weilmünster-Laubuseschbach | Weilmünster/ | Weilrod | Weilrod-Alweilnau | Weilrod-Riedelbach | Weiltingen | Weimar | Weimar/ | Weinbach | Weinbach-Blessenbach | Weinbach-Edelsberg | Weinbergen | Weinböhla | Weingarten | Weinheim | Weinheim-Sulzbach | Weinolsheim | Weinsberg | Weinsheim | Weinstadt | Weinstadt-Beutelsbach | Weinähr | Weira | Weischlitz | Weisdin | Weisel | Weisen | Weisenbach | Weisendorf | Weisenheim | Weiskirchen | Weiskirchen-Weierweiler | Weismain | Weissach | Weissach-Flacht | Weissenstadt | Weitendorf | Weitersborn | Weitersburg | Weiterstadt | Weiterstadt-Gräfenhausen | Weitersweiler | Weitnau | Weitramsdorf | Weißandt-Gölzau | Weißbach | Weißdorf | Weißenberg | Weißenborn | Weißenborn-Rambach | Weißenburg | Weißenfels | Weißenfels/OT | Weißenhorn | Weißensee | Weißenstadt | Weißenthurm | Weißwasser | Welden | Welle | Wellen | Wellendingen | Wellheim | Wellheim-Konstein | Wellsee | Welmbüttel | Welschbillig | Welschingen | Welschneudorf | Welsleben | Welt | Weltersburg | Welver | Welzheim | Welzow | Wemding | Wemmetsweiler | Wendeburg | Wendehausen | Wendelsheim | Wendelstein | Wenden | Wendener | Wendisch | Wendlingen | Wendtorf | Wenkheim | Wennigsen | Wenningstedt | Wenningstedt-Braderup | Wensin | Wentorf | Wentow | Wenzenbach | Wenzendorf | Wenzendorf-Dierstorf | Wenzlow | Werbach-Niklashausen | Werda | Werdau | Werder | Werder/ | Werder/Havel | Werdohl | Werdum | Werl | Werl-Hilbeck | Werlaburgdorf | Wermelskirchen | Wermsdorf | Wernau | Wernberg-Köblitz | Wernburg | Werne | Wernersberg | Werneuchen | Wernfels | Wernigerode | Werningshausen | Wernitz | Werpeloh | Werra-Suhl-Tal | Werra-Suhl-Tal/OT | Wershofen | Wertach | Wertheim | Wertheim-Lindelbach | Werther | Wertingen | Wertingen-Gottmannshofen | Wesel | Wesel- | Weselberg | Weselsdorf | Wesenberg | Wesendorf | Wesermarsch | Wesertal-Heisebeck | Wesselburen | Wesseling | Wesseling-Urfeld | Wesseln | Westendorf | Westensee | Wester-Ohrstedt | Westerbergen | Westerburg | Westerdeichstrich | Westeregeln | Westergellersen | Westerheim | Westerhever | Westerholt | Westerholz | Westerhorn | Westerkappeln | Westerland | Westermoor | Westermoordorf | Westerngrund | Westernohe | Westerrade | Westerrönfeld | Westerstde | Westerstede | Westerstede-Ocholt | Westervesede | Westerweyhe | Westfeld | Westhausen | Westheim | Westhofen | Westoverledingen | Wethau | Wettenberg | Wettenbostel | Wetter | Wetterzeube | Wettin | Wettin-Löbejün | Wettmershagen | Wettringen | Wettringen-Haddorf | Wettrup | Wettstetten | Wetzlar | Wetzlar-Naunheim | Wetzlar-Steindorf | Wewelsfleth | Weyer | Weyerbusch | Weyhausen | Weyhe | Weyhe-Leeste | Weßling | Wickede | Wickendorf | Wickerstedt | Widdern | Widdersdorf | Wiebelskirchen | Wiebelskirchen-Neunkirchen | Wieck | Wied | Wieda | Wiedemar | Wiedensahl | Wiedergeltingen | Wiefelstede | Wiehe | Wiehl | Wiehl-Bielstein | Wiek | Wielenbach | Wiemersdorf | Wiemerstedt | Wienhausen | Wienhausen-Oppershausen | Wienrode | Wiepke | Wiernsheim | Wiernsheim-Iptingen | Wiernsheim-Pinache | Wiesau | Wiesbach | Wiesbaden | Wiesbaden-Bierstadt | Wiesbaden-Frauenstein | Wiesbaden-Igstadt | Wiesbaden-Sonnenberg | Wiesbaum | Wiesen | Wiesenau | Wiesenaue | Wiesenbach | Wiesenburg | Wiesenburg/Mark | Wiesenena | Wiesengrund | Wiesensteig | Wiesenstetten | Wiesent | Wiesentheid | Wiesloch | Wiesloch-Baiertal | Wiesmoor | Wiesoppenheim | Wiesthal | Wiesweiler | Wietmarschen | Wietze | Wietzen | Wietzendorf | Wilburgstetten | Wildau | Wildberg | Wildberg-Effringen | Wildberg-Gültlingen | Wilde | Wildeck | Wildeck-Bosserode | Wildemann | Wildenfels | Wildenhain | Wildeshausen | Wildflecken | Wilgartswiesen | Wilhelmsburg | Wilhelmsdorf | Wilhelmsfeld | Wilhelmshaven | Wilhelmshaven-Aldenburg | Wilhelmshaven-Coldewei-Himmelreich | Wilhelmshaven-Heppens | Wilhelmshaven-Sengwarden | Wilhelmshaven-Voslapp | Wilhelmshorst | Wilhelmsthal | Wilhemsburg | Wilhermsdorf | Wilkau-Hasslau | Wilkau-Haßlau | Willanzheim | Willebadessen | Willich | Willich-Anrath | Willingen | Willingen-Bömighausen | Willingrade | Willingshausen | Willmenrod | Willmering | Willroth | Willstätt | Willstätt-Eckartsweier | Willstätt-Hesselhurst | Willwerscheid | Wilnsdorf | Wilnsdorf-Oberdielfen | Wilsche | Wilsecker | Wilstedt | Wilster | Wilthen | Wiltingen | Wimmelburg | Wimsheim | Wincheringen | Windach | Windach-Schöffelding | Windbergen | Windeck | Windeck-Langenberg | Windeck-Leuscheid | Windeck-Rieferath | Windeck-Wilberhofen | Winden | Windesheim | Windhagen | Windheim | Windischeschenbach | Windischleuba | Windorf | Wingst | Winhöring | Winkel | Winkelbach | Winkelhaid | Winkelmühle | Winkelsett | Winklarn | Winklarn/Schneeberg | Winnemark | Winnenden | Winnerath | Winnert | Winnigstedt | Winningen | Winnweiler | Winsen | Winsen-Aller | Winsen-Südwinsen | Winsen/Aller | Winsen/Luhe | Winterbach | Winterberg | Winterberg-Züschen | Winterborn | Winterburg | Winterfeld | Winterlingen | Winterlingen-Harthausen | Wintermoor | Wintersdorf | Wintersheim | Winterspelt | Winterswijk | Wintrich | Wintterbergg | Winzenheim | Winzer | Wipperfürth | Wippra | Wirdum | Wirges | Wirsberg | Wirscheid | Wisch | Wischer | Wischhafen | Wismar | Wissen | Wissingen | Wistedt | Witsum | Wittdün | Wittelshofen | Witten | Wittenbeck | Wittenberg | Wittenberge | Wittenborn | Wittenburg | Wittenburg/Körchow | Wittendörp | Wittenförden | Witterda | Wittgensdorf | Wittichenau | Wittighausen | Wittingen | Wittingen-Knesebeck | Wittislingen | Wittlich | Wittlingen | Wittmar | Wittmund | Wittstedt | Wittstock | Wittstock/ | Wittstock/Dosse | Witzenhausen | Witzhave | Witzin | Witzleben | Witzwort | Wißmannsdorf | Wißmar | Wobbenbüll | Woez | Wohlbach | Wohlde | Wohlenberg | Wohltorf | Wohratal | Wolde | Woldegk | Woldert | Wolfach | Wolfegg | Wolfen | Wolfenbüttel | Wolfersdorf | Wolferstedt | Wolfhagen | Wolfhagen-Altenhasungen | Wolframs-Eschenbach | Wolfratshausen | Wolfsburg | Wolfsburg-Detmerode | Wolfsburg-Ehmen | Wolfsburg-Reislingen | Wolfsburg-Wendschott | Wolfschlugen | Wolfshagen | Wolfstein | Wolgast | Wolkramshausen | Wollershausen | Wollin | Wolmirsleben | Wolmirstedt | Wolnzach | Wolpertshausen | Wolsdorf | Wolsfeld | Woltersdorf | Woltmershausen | Wonsheim | Worbis | Woringen | Worms | Worms-Neuhausen | Worms-Pfeddersheim | Worms-Wiesoppenheim | Worpswede | Wrangelsburg | Wrestedt | Wriedel | Wriezen | Wrisbergholzen | Wrist | Wrixum | Wrohm | Wulfen | Wulften | Wulkenzin | Wulsbüttel | Wunsiedel | Wunstorf | Wuppertal | Wurster | Wurzbach | Wurzen | Wusseken | Wust-Fischbeck | Wusterhausen | Wusterhausen/Dosse | Wusterhusen | Wustermark | Wusterwitz | Wustrow | Wustrow-Teplingen | Wutach | Wutach-Münchingen | Wutha-Farnroda | Wutöschingen | Wyk | Wächtersbach | Wäschenbeuren | Wöbbelin | Wöhrden | Wölfershausen | Wölfersheim | Wöllstadt | Wöllstein | Wölsickendorf-Wollenberg | Wölsreeg | Wörrstadt | Wört | Wörth | Wörthsee | Wülfrath | Wülknitz | Wünschendorf | Wünschendorf/Elster | Würrich | Würselen | Würzburg | Wüschheim | Wüstenrot | Wüstenselbitz | Xanten | Zabelsdorf | Zaberfeld | Zachow | Zadelsdorf | Zahna | Zahna-Elster | Zahne-Elster | Zaisenhausen | Zandt | Zapfendorf | Zappendorf | Zarnekow | Zarpen | Zarrendorf | Zarrentin | Zecherin | Zechin | Zechlinerhütte | Zedlitz | Zeesen | Zehdenick | Zehlendorf | Zehna | Zehnhausen | Zeil | Zeilarn | Zeiskam | Zeithain | Zeitlarn | Zeitz | Zell | Zell-Althaus | Zell-Merl | Zell-merl | Zella-Mehlis | Zellertal | Zeltingen-Rachtig | Zemitz | Zemmer | Zemmer-Rodt | Zempin | Zendscheid | Zenting | Zepernick | Zeppelinheim | Zerben | Zerbst | Zerbst/Anh. | Zerbst/Anhalt | Zerbst/OT | Zerf | Zernien | Zernitz-Lohm | Zerrenthin | Zeschdorf | Zetel | Zettemin | Zettlitz | Zeulenroda | Zeulenroda-Triebes | Zeuthen | Zeven | Zichow | Zickhusen | Ziegelheim | Ziegelrode | Ziegendorf | Ziegenrück | Zieko | Ziemetshausen | Zierenberg | Zierenberg- | Zierow | Ziertheim | Ziesar | Ziesendorf | Zillhausen | Zilly | Zilshausen | Zimmern | Zimmerschied | Zingst | Zinna | Zinnowitz | Zinnwald | Zinzenzell | Zirchow | Zirndorf | Zirndorf-BronnambergZirndorf | Zitta | Zittau | Zoppoten | Zorge | Zorneding | Zornheim | Zossen | Zossen/Dabendorf | Zschadraß | Zschaitz-Ottewig | Zschepplin | Zschepplitz | Zschopau | Zschorlau | Zudar | Zurow | Zusamaltheim | Zusammzell | Zusmarshausen | Zuzenhausen | Zwebendorf | Zweibrücken | Zweiflingen | Zwenkau | Zwickau | Zwiefalten | Zwiesel | Zwingenberg | Zwochau | Zwönitz | Zöblitz | Zölkow | Zörbig | Zörbig-Cösitz | Zöschen | Zöschingen | Zühlsdorf | Zülpich | Zülsdorf | Züsch | Züssow | baesweiler | bardowick | bei | berlin | bünde | castrop | cochem | coswig | deidesheim | delmenhorst | eberswalde | freiburg | friedrichsdorf | halfing | heide | hemer | hengen | herne | hockweiler | homburg | hunsrück | idstein/ | iserlohn | karlsruhe | kehl | kisdorf | kissing | knittlingen | köln | lebach | linde | lindow | meerbusch | mönchengladbach | neuenkirchen | neuenstadt | nienburg | nottuln | oberweißbach | oldenburg | paderborn | petershagen | remscheid | saarlouis | schlitz | schwalbach | sennfeld | sevelten | sinsheim | waldbronn | weickersgrüben | weiden | wismar | wolfsburg | wuppertal | zerf | zingst | zwenkau | zühlsdorf | Öbisfelde | Öhningen | Öhringen | Ölbronn | Ölbronn-Dürrn | Öpfingen | Östringen | Östringen-Odenheim | Östringen-Tiefenbach | Ötigheim | Ötisheim | Ötzingen | Übach | Übach-Palenberg | Überherrn | Überherrn-Felsberg | Überherrn-Wohnstadt | Überlingen | Üchtelhausen | Ückeritz | Üdersdorf | Ühlingen | Ühlingen-Berau | Ühlingen-Birkendorf | Ürzig | Üxheim | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated |
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| 117501115 | 370450.00 | 4.0 | 140.00 | 731.0 | 8 | 221.05 | 247237 | 122248 | 124989 | 1118 | 19659 | 134 | 95.11 | 47.01 | 1.0 | 39.08 | 14.89 | 32.09 | 8.96 | 0.75 | 0.75 | 0.0 | 0.0 | 0.0 | 0.0 | 0.75 | 0.75 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 1.49 | 0.0 | 0.75 | 0.00 | 1.49 | 0.0 | 0.75 | 0.75 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 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| 46646607 | 698000.00 | 10.0 | 250.00 | 545.0 | 12 | 21.68 | 20779 | 10458 | 10321 | 958 | 22212 | 138 | 87.17 | 41.41 | 1.0 | 15.56 | 12.55 | 33.33 | 13.77 | 2.90 | 2.90 | 0.0 | 0.0 | 0.0 | 0.0 | 2.17 | 0.72 | 1.45 | 0.0 | 0.0 | 0.0 | 0.72 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.90 | 0.72 | 0.00 | 0.72 | 0.00 | 1.45 | 0.0 | 5.80 | 0.0 | 0.72 | 0.72 | 0.00 | 0.0 | 0.00 | 2.17 | 0.72 | 0.0 | 0.72 | 0.0 | 0.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 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| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
7984 rows × 10055 columns
As a result, we have a dataframe containing all suitable columns for a correlation matrix and following multiple linear regression.
In [22]:
# clean_df.to_csv('LIWC_Immoscout_full_integer_dataset.csv')
5. Correlation Matrix¶
Due to the large size of the dataset, the pandas correlation function would get stuck. Therefore, the more efficient numpy is utilized to create the correlation matrix.
In [23]:
def corr_closure(df):
d = clean_df.values
sums = d.sum(0, keepdims=True)
stds = d.std(0, keepdims=True)
n = d.shape[0]
def corr(k=0, l=10):
d2 = d.T.dot(d[:, k:l])
sums2 = sums.T.dot(sums[:, k:l])
stds2 = stds.T.dot(stds[:, k:l])
return pd.DataFrame((d2 - sums2 / n) / stds2 / n,
clean_df.columns, clean_df.columns[k:l])
return corr
In [24]:
corr = corr_closure(clean_df)
corr_matrix = corr(0, 10055)
In [25]:
y = pd.DataFrame(corr_matrix)
y
Out[25]:
| Kaufpreis | Anzahl_zimmer | Wohnflaeche (in m²) | Grundstueck (in m²) | timetosell | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | Bauernhaus | Besondere Immobilie | Bungalow | Burg/Schloss | Doppelhaushälfte | Einfamilienhaus (freistehend) | Mehrfamilienhaus | Reiheneckhaus | Reihenmittelhaus | Villa | Wohnimmobilie (sonstige) | A | A+ | B | C | D | E | F | G | H | Abbruchreif | Erstbezug | Erstbezug nach Sanierung | Gepflegt | Modernisiert | Nach Vereinbarung | Neuwertig | Renovierungsbedürftig | Saniert | Vollständig renoviert | 1058 | 1070 | 1111 | 1195 | 1245 | 1254 | 1265 | 1299 | 1309 | 1340 | 1355 | 1390 | 1400 | 1411 | 1416 | 1423 | 1426 | 1439 | 1456 | 1470 | 1480 | 1489 | 1490 | 1492 | 1496 | 1500 | 1501 | 1502 | 1503 | 1504 | 1506 | 1509 | 1513 | 1520 | 1523 | 1527 | 1530 | 1533 | 1540 | 1542 | 1549 | 1550 | 1553 | 1555 | 1556 | 1557 | 1565 | 1568 | 1569 | 1570 | 1577 | 1578 | 1580 | 1581 | 1582 | 1584 | 1590 | 1595 | 1596 | 1599 | 1600 | 1601 | 1602 | 1604 | 1606 | 1608 | 1609 | 1611 | 1614 | 1615 | 1617 | 1618 | 1620 | 1621 | 1622 | 1623 | 1625 | 1626 | 1628 | 1630 | 1634 | 1635 | 1636 | 1637 | 1639 | 1640 | 1642 | 1644 | 1645 | 1646 | 1648 | 1650 | 1652 | 1653 | 1654 | 1655 | 1660 | 1665 | 1666 | 1667 | 1670 | 1672 | 1674 | 1679 | 1680 | 1682 | 1685 | 1686 | 1687 | 1688 | 1689 | 1690 | 1691 | 1692 | 1694 | 1696 | 1697 | 1698 | 1699 | 1700 | 1701 | 1703 | 1707 | 1708 | 1710 | 1711 | 1712 | 1713 | 1714 | 1715 | 1716 | 1719 | 1720 | 1721 | 1722 | 1724 | 1725 | 1726 | 1727 | 1728 | 1729 | 1730 | 1732 | 1733 | 1735 | 1736 | 1737 | 1738 | 1739 | 1740 | 1741 | 1742 | 1743 | 1744 | 1745 | 1746 | 1747 | 1749 | 1750 | 1751 | 1752 | 1753 | 1754 | 1755 | 1756 | 1757 | 1758 | 1759 | 1760 | 1761 | 1763 | 1764 | 1765 | 1766 | 1767 | 1768 | 1769 | 1770 | 1771 | 1772 | 1773 | 1774 | 1775 | 1776 | 1777 | 1778 | 1779 | 1780 | 1781 | 1782 | 1783 | 1784 | 1785 | 1786 | 1787 | 1788 | 1789 | 1790 | 1791 | 1792 | 1793 | 1794 | 1795 | 1796 | 1797 | 1798 | 1799 | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | 1809 | 1810 | 1811 | 1812 | 1813 | 1814 | 1815 | 1816 | 1817 | 1818 | 1819 | 1820 | 1821 | 1822 | 1823 | 1824 | 1825 | 1826 | 1827 | 1828 | 1829 | 1830 | 1831 | 1832 | 1833 | 1834 | 1835 | 1836 | 1837 | 1838 | 1839 | 1840 | 1841 | 1842 | 1843 | 1844 | 1845 | 1846 | 1847 | 1848 | 1849 | 1850 | 1851 | 1852 | 1853 | 1854 | 1855 | 1856 | 1857 | 1858 | 1859 | 1860 | 1861 | 1862 | 1863 | 1864 | 1865 | 1866 | 1867 | 1868 | 1869 | 1870 | 1871 | 1872 | 1873 | 1874 | 1875 | 1876 | 1877 | 1878 | 1879 | 1880 | 1881 | 1882 | 1883 | 1884 | 1885 | 1886 | 1887 | 1888 | 1889 | 1890 | 1891 | 1892 | 1893 | 1894 | 1895 | 1896 | 1897 | 1898 | 1899 | 1900 | 1901 | 1902 | 1903 | 1904 | 1905 | 1906 | 1907 | 1908 | 1909 | 1910 | 1911 | 1912 | 1913 | 1914 | 1915 | 1916 | 1917 | 1918 | 1919 | 1920 | 1921 | 1922 | 1923 | 1924 | 1925 | 1926 | 1927 | 1928 | 1929 | 1930 | 1931 | 1932 | 1933 | 1934 | 1935 | 1936 | 1937 | 1938 | 1939 | 1940 | 1941 | 1942 | 1943 | 1944 | 1945 | 1946 | 1947 | 1948 | 1949 | 1950 | 1951 | 1952 | 1953 | 1954 | 1955 | 1956 | 1957 | 1958 | 1959 | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | A-Ebingen | AHRENSBURG | ALTENSTADT | ALZEY | Aachen | Aachen-Kornelimünster | Aachen-Walheim | Aalen | Aalen-Unterkochen | Aalen-Wasseralfingen | Aarbergen | Abbenrode | Abbesbüttel | Abenberg | Abensberg | Absberg | Abstatt | Abtsgmünd | Abtshagen | Achern | Achim | Achim-Baden | Achkarren | Achmühle | Achstetten | Acht | Achtelsbach | Achterwehr | Achtrup | Adelberg | Adelebsen | Adelheide | Adelheidsdorf | Adelmannsfelden | Adelsdorf | Adelsheim | Adelshofen | Adelsried | Adelzhausen | Adenau | Adenbüttel | Adendorf | Adenstedt | Adlkofen | Admannshagen-Bargeshagen | Adorf | Adorf/Vogtland | Aebtissinwisch | Aerzen | Affalterbach | Aglasterhausen | Ahaus | Ahaus-Ottenstein | Ahaus-Wessum | Ahausen | Ahlbeck | Ahlden | Ahlen | Ahlen-Vorhelm | Ahlerstedt | Ahlsdorf | Ahnatal | Ahnsbeck | Ahnsen | Aholfing | Aholming | Ahorn | Ahorn-Berolzheim | Ahornberg | Ahrbrück | Ahrensburg | Ahrensbök | Ahrensfelde | Ahrensfelde-Blumberg | Ahrenshagen | Ahrenshagen-Daskow | Ahrenshoop | Ahrenviöl | Ahrweiler | Aicha | Aichach | Aichhalden | Aichtal | Aichtal-Neuenhaus | Aichwald | Aichwald-Schanbach | Aidenbach | Aidlingen | Ailertchen | Ailterchen | Aindling | Aistaig | Aiterhofen | Aitrach | Aken | Albbruck | Albeck | Albersdorf | Albershausen | Albersweiler | Albertshofen | Albingshausen | Albisheim | Albstadt | Albstadt-Ebingen | Albstadt-Lautlingen | Albstadt-Onstmettingen | Albstadt-Tailfingen | Aldenhoven | Aldersbach | Aldingen | Alfdorf | Alfeld | Alfeld(Leine) | Alfeld-Brunkensen | Alfeld/Leine | Alfhausen | Alflen | Alfstedt | Alfter | Alfter-Impekoven | Alfter-Oedekoven | Alfter-Witterschlick | Algermissen | Alheim | Alheim-Heinebach | Aligse | Alikendorf | Allenbach | Allendorf | Allensbach | Alleringersleben | Allersberg | Allershausen | Alling | Allmannshofen | Allmendingen | Allmersbach | Allrode | Allstedt | Almersbach | Alpen | Alpenrod | Alpirsbach | Alsbach-Hähnlein | Alsdorf | Alsdorf-Blumenrath | Alsdorf-Zopp | Alsenz | Alsfeld | Alsheim | Alsleben | Alstätte | Alt | Alt-Glienicke | Altbach | Altbach-Losburg | Altdorf | Altdöbern | Altefähr | Alteglofsheim | Alten-Buseck | Altena | Altenahr | Altenau | Altenbeken | Altenberg | Altenberge | Altenbuch | Altenburg | Altendiez | Altendorf | Altenglan | Altengottern | Altenhausen | Altenhof | Altenholz | Altenkessel | Altenkirchen | Altenkrempe | Altenkunstadt | Altenmarkt | Altenmedingen | Altenmünster | Altenpleen | Altenriet | Altenstadt | Altenstadt-Illereichen | Altenstadt-Untereichen | Altenstadt-Waldsiedlung | Altensteig | Altensteig-Wart | Altenthann | Altentreptow | Altenwalde | Alterkülz | Alterkülz/Kastellaun | Altfraunhofen | Altgandersheim | Altheim | Altheim-Essenbach | Althengstett | Althengstett/Neuhengstett | Althenstett | Althornbach | Althütte | Althüttendorf | Altingen | Altjessnitz | Altkalen | Altlandsberg | Altlay | Altleiningen | Altlußheim | Altmannstein | Altmannstein-Mendorf | Altmärkische | Altomünster | Altranft | Altrip | Altshausen | Altstadt | Altstrelitz | Altusried | Altwigshagen | Altötting | Alzenau | Alzey | Alzey-Heimersheim | Alzey-Weinheim | Alzey-Worms | Alzheim | Am | Amberg | Amelinghausen | Amerdingen | Ammerbuch | Ammersbek | Ammerthal | Amorbach | Ampfing | Ampfurt | Ampleben | Amstetten | Amt | Amöneburg | Andechs | Anderbeck | Andernach | Angelbachtal | Angelburg | Angelburg-Lixfeld | Anger | Angermünde | Angersdorf | Anhalt-Bitterfeld | Anhausen | Ankershagen | Anklam | Ankum | Annaberg | Annaberg-Buchholz | Annaburg | Annahütte | Annweiler | Anrode | Ansbach | Antdorf | Antrifttal | Antweiler | Apelern | Apen | Apenburg | Apensen | Apfeldorf | Apfeltrach | Apolda | Appel | Appen | Appenweier | Appertshofen | Archsum | Arendsee | Aresing | Arft | Argenbühl | Argenschwang | Argenthal | Arkebek | Armstorf | Arnbruck | Arneburg | Arnsberg | Arnsberg- | Arnsberg-Arnsberg | Arnsberg-Voßwinkel | Arnschwang | Arnsdorf | Arnstadt | Arnstein | Arnstorf | Arrach | Arsten | Artern | Artern/Unstrut | Artlenburg | Arzbach | Arzberg | Arzfeld | Asbach | Asbach-Bäumenheim | Aschaffenburg | Aschau | Ascheberg | Ascheberg-Herbern | Ascheffel | Aschendorf | Aschersleben | Asendorf | Aspenstedt | Asperg | Aspisheim | Asslar | Atenstadt | Attendorn | Attenhofen | Attenkirchen | Attenweiler | Attenweiler-Rupertshofen | Atzelgift | Atzendorf | Au | Aubing | Aubstadt | Auderath | Aue | Aue- | Aue-Bad | Auen | Auenwald | Auerbach | Auerbach/Vogtland | Auernheim | Auerswalde | Auetal | Auetal-Rehren | Augsburg | Augsburg-Bärenkeller | Augustdorf | Augustusburg | Auhagen | Aukrug | Aulendorf | Aulosen | Auma | Auma-Weidatal | Aumühle | Aurach | Aurachtal | Aurich | Ausleben | Auw | Aventoft | Averlak | Axstedt | Aying | Ayl | Aystetten | Aßlar | Aßlar-Ortsteil | Aßlar-Werdorf | B | BAD | BD-Öfingen | BERLIN | Baar | Baar-Ebenhausen | Baar-Oberbaar | Babenhausen | Babensham | Bach | Bacharach | Bachhagel | Backnang | Bad | Bad-Breisig | Bad-Rippoldsau-Schapbach | Badbergen | Baddeckenstedt | Badeborn | Baden | Baden-Baden | Baden-Baden-Steinbach | Baden-Württemberg | Badendorf | Badenweiler | Badra | Baesweiler | Baesweiler-Beggendorf | Baesweiler-Setterich | Bahlingen | Bahrdorf | Bahrenborstel | Bahretal | Baienfurt | Baierbach | Baierbrunn | Baiern | Baiersbronn | Baiersdorf | Baindt | Baldham | Balesfeld | Balge | Balgheim | Balingen | Balingen-Dürrwangen | Balingen-Frommern | Balingen-Heselwangen | Balingen-Zillhausen | Balje | Ballendorf | Ballenstedt | Ballhausen | Ballrechten-Dottingen | Balve | Balzhausen | Bamberg | Bammental | Bandau | Bandekow | Bandelin | Bandenitz | Bann | Bannberscheid | Bannewitz | Barbing | Barby | Barchfeld-Immelborn | Bardowick | Barenburg | Barendorf | Bargau | Bargenstedt | Bargfeld-Stegen | Bargischow | Bargstall | Bargstedt | Bargteheide | Bargum | Barkenholm | Barleben | Barlt | Barmke | Barmstedt | Barner | Barnim-Wandlitz | Barnin | Barnitz | Barnstädt | Barntrup | Barsbek | Barsbüttel | Barsinghausen | Barsinghausen-Goltern | Barsinghausen-Kirchdorf | Barsinghausen-Langreder | Bartenshagen | Bartenshagen-Parkentin | Barth | Bartholomä | Bartow | Barum | Baruth | Baruth/Mark | Barßel | Basedow | Bassenheim | Bassum | Basthorst | Bastorf | Battenberg | Battweiler | Baumholder | Baunatal | Bautzen | Bayerbach | Bayerfeld-Steckweiler | Bayerisch | Bayern | Bayreuth | Bebenhausen | Bebra | Becherbach | Bechhofen | Bechstedt-Wagd | Bechtheim | Beckdorf | Beckedorf | Beckeln | Beckerwitz | Beckingen | Beckingen-Honzrath | Beckingen-Saarfels | Beckum | BeckumBeckum | Bedburg | Bedburg-Grottenherten | Bedburg-Hau | Bedburg-Kaster | Bedburg-Königshoven | Beedenbostel | Beelen | Beelitz | Beerfelden | Beesenstedt | Beeskow | Beetzendorf | Beetzsee | Beggerow | Behrensdorf | Behrenshagen | Behrenwalde | Beidendorf | Beidenfleth | Beiersdorf | Beiersdorf-Freudenberg | Beierstedt | Beilngries | Beilrode | Beilstein | Beimerstetten | Beindersheim | Beinerstadt | Beldorf | Belgern | Belgern-Schildau | Belgernshain | Belgershain | Bell | Bellenberg | Bellheim | Bellingen | Belm | Beltheim | Beltheim-Frankweiler | Belum | Belzig | Bempflingen | Bendestorf | Bendfeld | Bendorf | Bengel | Benitatxell | Benitz | Benneckenstein | Bennewitz | Benningen | Bensdorf | Bensheim | Bensheim-Gronau | Benthe | Bentwisch | Bentzin | Benz | Beratzhausen | Berching | Berchtesgaden | Berenbrock | Berg | Berg-Kempfenhausen | Berg/Sibichhausen | Berga | Berge | Bergen | Bergenhausen | Bergenhusen | Bergfeld | Bergheim | Bergheim-Glessen | Bergheim-Kenten | Bergheim-Quadrath-Ichendorf | Bergheim-Zieverich | Berghülen | Bergisch | Bergisch-Gladbach | Bergkamen | Bergkamen- | Bergkamen-Overberge | Bergkirchen | Berglen | Bergneustadt | Bergrheinfeld | Bergsich | Beringstedt | Berk | Berka/Werra | Berkatal | Berkenbrück | Berkheim | Berkholz-Meyenburg | Berl.10 | Berlichingen | Berlin | Berlin- | Berlin-Alt-Hohenschönhausen | Berlin-Altglienicke | Berlin-Biesdorf | Berlin-Blankenburg | Berlin-Bohnsdorf | Berlin-Buckow | Berlin-Dahlem | Berlin-Frohnau | Berlin-Gropiusstadt | Berlin-Heiligensee | Berlin-Hellersdorf | Berlin-Karolinenhof | Berlin-Karow | Berlin-Kaulsdorf | Berlin-Kladow | Berlin-Lichtenrade | Berlin-Lichterfelde | Berlin-Lichterfelde-Ost | Berlin-Mahlsdorf | Berlin-Mariendorf | Berlin-Marzahn | Berlin-Müggelheim | Berlin-Neukölln | Berlin-Niederschönhausen | Berlin-Pankow | Berlin-Rahnsdorf | Berlin-Rudow | Berlin-Spandau | Berlin-Staaken | Berlin-Steglitz | Berlin-Tegel | Berlin-Treptow | Berlin-Wannsee | Berlin-Zehlendorf | Bermatingen | Bermbach | Bermel | Bernau | Bernburg | Berndorf | Berne | Bernhardswald | Bernitt | Bernkastel | Bernkastel-Kues | Bernkastel-Wittlich | Bernried | Bernsdorf | Bernstadt | Bernstein | Bernterode | Berschweiler | Bersenbrück | Berthelsdorf | Bertsdorf-Hörnitz | Berumbur | Berwangen | Berzhahn | Berzhausen | Bescheid | Besdorf | Beselich | Beselich-Obertiefenbach | Beselin | Besigheim | Bessenbach | Bestensee | Bestwig | Betheln | Betteldorf | Bettenfeld | Bettingen | Betzdorf | Betzendorf | Betzenweiler | Betzigau | Beuren | Beutelsbach | Bevern | Beverstedt | Beverungen | Bexbach | Bexbach-Frankenholz | Bexbach-Höchen | Biberach | Biberbach | Bibertal | Bibertal-Bühl | Biblis | Bickenbach | Bidingen | Biebelried | Biebelsheim | Bieberehren | Biebergemünd | Biebergemünd-Bieber | Biebergemünd-Lanzingen | Biebertal | Biebesheim | Biedenkopf | Biedenkopf-Eckelshausen | Biedenkopf-Kombach | Biedenkopf-Wallau | Biederbach | Biederitz | Biedershausen | Bielefeld | Bielefeld-Quelle | Bielefeld-Vlotho | Biendorf | Bienenbüttel | Biere | Biersdorf | Biesdorf | Bieselsberg | Biesenthal | Biessenhofen | Bietigheim | Bietigheim-Bissingen | Bietigheim-Bissingen-Bietigheim | Billerbeck | Billigheim | Billigheim-Allfeld | Billigheim-Ingenheim | Bilsen | Bilshausen | Bilzingsleben | Bindlach | Bingen | Bingenheim | Binnen | Binsfeld | Binz | Binzen | Bippen | Birenbach | Birgel | Birgland | Birken-Honigsessen | Birkenau | Birkenau- | Birkenbeul | Birkenfeld | Birkenfeld-Gräfenhausen | Birkenheide | Birkenhördt | Birkenwerder | Birnbach | Birstein | Birstein-Lichenroth | Bischberg | Bischbrunn | Bischoffen | Bischofferode | Bischofrod | Bischofsgrün | Bischofsheim | Bischofsmais | Bischofswerda | Bisingen | Bismark | Bispingen | Bispingen-Steinbeck | Bissendorf | Bitburg | Bitterfeld | Bitterfeld-Wolfen | BitterfeldWolfen | Bittkau | Bitz | Blaichach | Blankenbach | Blankenberg | Blankenburg | Blankenfelde | Blankenfelde-Mahlow | Blankenhagen | Blankenhain | Blankenheim | Blankenheim-Lommersdorf | Blankenheim-Rohr | Blankenhof | Blankenrath | Blankensee | Blankenstein | Blaubach | Blaubeuren | Blaubeuren/OT | Blaufelden | Blaustein | Bleckede | Bleckenstedt | Bleckhausen | Bleialf | Bleicherode | Blekendorf | Bliedersdorf | Bliesdorf | Blieskastel | Blieskastel- | Blindheim | Blomberg | Blowatz | Blumberg | Blumenholz | Blunk | Blösien | Bobbau | Bobengrün | Bobenheim | Bobenheim-Roxheim | Bobenthal | Bobingen | Bobingen-Straßberg | Bobritzsch | Bobritzsch-Hilbersdorf | Bobzin | Bochin | Bocholt | Bocholt-Barlo | Bochum | Bochum-Dahlhausen | Bochum-WAT-Höntrop | Bockau | Bockenau | Bockenem | Bockenem-Ortshausen | Bockenheim | Bockhorn | Bockhorn-Ellenserdamm | Bockhorst | Bocksberg | Bodelshausen | Bodelwitz | Bodenbach | Bodenfelde | Bodenkirchen | Bodenmais | Bodenwerder | Bodenwöhr | Bodman | Bodman-Ludwigshafen | Bodnegg | Bodolz | Bogen | Bohmstedt | Bohmte | Boiensdorf | Boitze | Boitzenburg | Boizenburg | Boizenburg/Elbe | Bokel | Bokensdorf | Bokholt | Boksee | Bolanden | Boldekow | Bollendorf | Bollensen | Bollewick | Boltenhagen | Bomlitz | Bondorf | Bongard | Bonn | Bonn-Bad | Bonn-Beuel | Bonn-Friesdorf | Bonn-Lengsdorf | Bonndorf | Bonstetten | Boock | Bookholzberg | Boos | Boostedt | Bopfingen | Bopfingen/Ot | Boppard | Boppard-Weiler | Borchen | Bordesholm | Boren | Borgentreich | Borgentreich-Bühne | Borgentreich-Manrode | Borgholzhausen | Borgstedt | Borgwedel | Borken | Borken-Burlo | Borken-Gombeth | Borkenwirthe/Burlo | Borkheide | Borkow | Borkum | Borkwalde | Borler | Born | Borna | Borne | Bornhagen | Bornheim | Bornheim-Hersel | Bornheim-Sechtem | Bornhöved | Bornstedt | Borod | Borrentin | Borsdorf | Borsfleth | Borstel | Borstel-Hohenraden | Borstendorf | Borstorf | Borxleben | Bosau | Bosen | Bosenbach | Bosenbach-Friedelhausen | Bothel | Bottenbach | Bottendorf | Bottrop | Bous | Bovenden | Boxberg | Boxberg-Kupprichhausen | Boxberg-Schwabhausen | Boxberg-Untershüpf | Braak | Brachbach | Brachtal | Brachttal | Brachwitz | Brackel | Brackenheim | Brackenheim-Botenheim | Brackenheim-Meimsheim | Brackstedt | Braderup | Brahlstorf | Brake | Brakel | Brakel-Hembsen | Bramsche | Bramstedt | Bramstedtlund | Brand | Brand-Erbisdorf | Brande-Hörnerkirchen | Brandenburg | Brandenburg-Beetzsee | Brandis | Brandscheid | Brannenburg | Branschweig | Braubach | Brauneberg | Braunfels | Braunfels-Tiefenbach | Braunlage | Braunsbach | Braunsbedra | Braunschweig | Braunschweig-Hondelage | Braunschweig-Mascherode | Braunschweig-Watenbüttel | Braunsdorf | Braunshorn | Brauweiler | Brechen | Brechen-Niederbrechen | Breckerfeld | Breddin | Bredenfelde | Bredstedt | Breege | Breese | Breesen | Brehna | Breidenbach | Breidenbach-Kleingladenbach | Breidenbach-Wiesenbach | Breiholz | Breisach | Breit | Breitbrunn | Breitenbach | Breitenberg | Breitenbrunn | Breitenbrunn-Bedernau | Breitenbrunn/Erzgeb. | Breitenburg | Breitenfeld | Breitenfelde | Breitengüßbach | Breitenhagen | Breitenthal | Breitenworbis | Breitnau | Breitscheid | Breitscheidt | Breitungen | Brekendorf | Breklum | Bremen | Bremen-Kattenturm | Bremen/Alt-Osterholz | Bremen/Farge | Bremen/Hastedt | Bremen/Neue | Bremen/Walle | Bremerhaven | Bremerhaven-Wulsdorf | Bremervörde | Brenken | Brennberg | Brensbach | Brest | Breternitz | Bretleben | Bretnig | Bretnig-Hauswalde | Bretten | Bretten-Diedelsheim | Brettin | Bretzenheim | Bretzfeld | Breuberg | Breuna | Brevörde | Breydin | Brickeln | Briedel | Brielow | Brieselang | Brieskow-Finkenheerd | Brietlingen | Brietzig | Brilon | Brilon-Wald | Britz | Brockel | Brockum | Brodersby | Broderstorf | Brohl-Lützing | Brokdorf | Brokstedt | Brombachtal | Brombachtal/Böllstein | Brome | Bromskirchen | Bronkow | Brotterode-Trusetal | Bruchertseifen | Bruchhausen-Vilsen | Bruchköbel | Bruchmühlbach | Bruchmühlbach-Miesau | Bruchsal | Bruchsal-Heidelsheim | Bruchweiler | Bruchweiler-Bärenbach | Bruck | Bruckberg | Bruckmühl | Brunaschweig | Brunn | Brunnen | Brunnthal | Brunow | Brunsbek | Brunsbek-Langelohe | Brunsbüttel | Bruschied | Brusow | Bräuningshof | Bräunlingen | Bröckel | Brück | Brücken | Brüel | Brüggen | Brüggen-Born | Brüggen-Bracht | Brühl | Brühl-Rohrhof | Brünn | Brüsewitz | Brüssow | Bubenheim | Bubenreuth | Bubesheim | Bubsheim | Buch | Bucha | Buchbach | Buchberg | Buchdorf | Buchen | Buchen-Bödigheim | Buchen-Götzingen | Buchen/Hettingen | Buchenberg | Buchenberg-Kreuzthal | Buchet | Buchholz | Buchholz-Holm-Seppensen | Buchholz-Trelde | Buchloe | Buchwalde | Buckow | Budenheim | Buende | Bugewitz | Buggenhagen | Buggingen | Buggingen-Seefelden | Buisdorf | Bullay | Bullendorf/ | Bunde | Bundenbach | Bunsoh | Burbach | Burg | Burg-Parchau | Burg-Schartau | Burgau | Burgbrohl | Burgbrohl-Lützingen | Burgdorf | Burgdorf-Ehlershausen | Burgebrach | Burgen | Burgfarrnbach | Burghaslach | Burghaun | Burghausen | Burgheim | Burgkirchen | Burgkunstadt | Burglengenfeld | Burgoberbach | Burgrieden | Burgrieden-Rot | Burgschwalbach | Burgsolms | Burgstall | Burgstädt | Burgthann | Burgwald | Burgwedel | Burgwedel-Engensen | Burgwindheim | Burhave | Burkardroth | Burkardroth-OT | Burkau | Burkersdorf | Burkhardtsdorf | Burladingen | Burladingen-Gauselfingen | Burow | Burscheid | Burtenbach | Buschhoven | Buschmühlen | Buschvitz | Busdorf | Buseck | Busenberg | Busenwurth | Butjadingen | Buttstädt | Butzbach | Butzow | Buxheim | Buxtehude | Bächingen | Bäk | Bärenbach | Bärenstein | Bärnau | Bärwalde | Bärweiler | Böbing | Böbingen | Böblingen | Böbrach | Böel | Böhl-Iggelheim | Böhlen | Böhme | Böhmenkirch | Böklund | Bönebüttel | Bönen | Bönnigheim | Bönningstedt | Börde-Hakel | Bördeland | Börger | Börgerende | Börgerende-Rethwisch | Börnichen | Börnicke | Börnsen | Börwang | Börßum | Bösel | Böttingen | Bötzow | Büchel | Büchen | Büchenbach | Büchenbeuren | Büchlberg | Bückeburg | Bückeburg-Bergdorf | Büddenstedt | Büdelsdorf | Büdingen | Büdingen-Rohrbach | Büdingen-Vonhausen | Bühl | Bühl-Stadtteil | Bühlertal | Bühlertann | Bühlerzell | Bühnsdorf | Bühren | Bünde | Büren | Bürgel | Bürgeln | Bürstadt | Büschdorf | Büschfeld | Büsingen | Büsum | Büsumer | Bütlingen | Büttelborn | Büttelborn-Worfelden | Büttelkow | Bütthard | Bützow | Caan | Cadenberge | Cadolzburg | Calau | Calbe | Calberlah | Calden | Callbach | Callenberg | Calvörde | Calw | Calw-Stammheim | Cambs | Cammin | Can | Capdepera | Capelle | Cappeln | Carlow | Carlsberg | Carlsfeld | Carpin | Casekow | Castell | Castrop | Castrop-Rauxel | Cavertitz | Celle | Celle-Klein | Celle-Westercelle | Cham | Chemnitz | Chieming | Chorin | Christgrün | Christiansholm | Clausen | Clausthal | Clausthal-Zellerfeld | Claußnitz | Cleebronn | Clenze | Cloppenburg | Coburg | Cochem | Cochem-Zell | Coesfeld | Coesfeld-Lette | Colbitz | Colditz | Collenberg | Collenberg-Reistenhausen | Colmberg | Colmnitz | Contwig | Coppenbrügge | Coppengrave | Cornberg | Coswig | Cottbus | Crailsheim | Cramberg | Cramonshagen | Creglingen | Cremlingen | Creuzburg | Creußen | Crimmitschau | Crinitz | Crinitzberg | Crispendorf | Crivitz | Crostau | Crostwitz | Crottendorf | Cunewalde | Cunnersdorf | Cuxhaven | Cuxhaven-Döse | Cxuhaven | Cämmerswalde | Cölbe | Cölpin | Daaden | Dabel | Daberkow | Dachau | Dachsenhausen | Dackenheim | Dagebüll | Dahlem | Dahlem-Schmidtheim | Dahlen | Dahlenberg | Dahlenburg | Dahlewitz | Dahlheim | Dahme | Dahme-Spreewald-Eichwalde | Dahme-Spreewald-Teupitz | Dahme/Mark | Dahmen | Dahn | Dahnen | Daisendorf | Dalberg | Dalheim | Dalldorf | Dallgow | Dallgow-Döberitz | Damendorf | Damflos | Damm | Dammbach | Damme | Damp | Damsdorf | Damshagen | Dankmarshausen | Dannau | Danndorf | Dannenberg | Dannenberg-OT | Dannenbüttel | Dannenfels | Dannenwalde | Dannewerk | Dannstadt-Schauernheim | Dansenberg | Dardesheim | Dargow | Dargun | Darlingerode | Darmstadt | Darmstadt-Dieburg | Dasing | Dassel | Dassendorf | Dassow | Datteln | Dattenberg | Datzeroth | Datzetal | Daubach | Daun | Daun-Gillenfeld | Dausenau | Dautmergen | DautphetaL | Dautphetal | Dauwelshausen | Daxweiler | Dechow | Dedeleben | Dedelstorf-Allersehl | Deersheim | Deesen | Deggemdorf | Deggendorf | Deggenhausertal | Deggenhausertal-Urnau | Deggingen | Deidesheim | Deilingen | Deimberg | Deining | Deiningen | Deinste | Deisenhofen | Deisslingen-Lauffen | Deizisau | Deißlingen | Delbrück | Delingsdorf | Delitzsch | Dellfeld | Delligsen | Dellstedt | Delmenhorst | Delve | Demen | Demitz-Thumitz | Demling-Großmehring | Demmin | Denkendorf | Denklingen-Landsberg | Denkte | Densdorf | Denstorf | Dentlein | Denzlingen | Derben | Derenburg | Derental | Dermbach | Dernbach | Dersau | Derschen | Dersekow | Dersum | Dertingen | Dessau | Dessau-Roßlau | Dessau-Waldersee | Dessau_Roßlau | Dessow | Detern | Detmold | Detmold- | Detmold-Berlebeck | Detmold-Hornoldendorf | Dettelbach | Dettelbach/Bibergau | Dettenhausen | Dettenheim | Dettenheim-Liedolsheim | Dettenheim/ | Dettighofen | Dettighofen-Baltersweil | Dettingen | Dettingen/Erms | Dettmannsdorf | Deuben | Deuerling | Deuselbach | Deutsch | Deutscheinsiedel | Deutschland | Deutschland-Hirschberg | Deutschneudorf | Dexheim | Deyelsdorf | Dhronecken | Dickesbach | Didderse | Diebach | Dieblich | Dieburg | Diedersdorf | Diedesfeld | Diedorf | Diedorf-Lettenbach | Diedrichshagen | Diehsa | Diekhof | Diekholzen | Diekusen-Fahrstedt | Dielheim | Dielmissen | Diemelsee | Diemelstadt | Diemelstadt-Wrexen | Diepenau | Diepholz | Diera-Zehren | Dierbach | Dierdorf | Dierhagen | Dierscheid | Diesdorf | Dieskau | Diespeck | Diessen | Dietenheim | Dietersburg | Dietersheim | Dieterskirchen | Dietfurt | Dietingen | Dietmannsried | Dietrichingen | Dietzenbach | Dietzhausen | Dietzhölztal | Dietzhölztal-Ewersbach | Dietzhölztal-Rittershausen | Diez | Dießen | Dill | Dillenburg | Dillenburg-Donsbach | Dillenburg-Niederscheld | Dillendorf | Dillhausen | Dillingen | Dillingen/ | Dillingen/Saar | Dimbach | Dingden | Dingelstedt | Dingelstädt | Dingen | Dingolfing | Dinkelsbühl | Dinkelscherben | Dinklage | Dinslaken | Dintenhofen | Dippach | Dippmannsdorf | Dippoldiswalde | Dirmstein | Dischingen | Dissen | Dissenchen | Ditfurt | Ditscheid | Dittelbrunn | Dittelsheim-Hessloch | Dittelsheim-Heßloch | Dittenheim | Dittmannsdorf | Ditzingen | Ditzingen-Heimerdingen | Ditzingen-Schöckingen | Divitz-Spoldershagen | Dobbeln | Dobbertin | Dobbin-Linstow | Dobel | Doberlug-Kirchhain | Doberschau-Gaußig | Doberschütz | Dockweiler | Dogern | Dohma | Dohna | Dohren | Dolgesheim | Dollbergen | Dollenchen | Dollendorf | Dollerup | Dollnstein | Dombühl | Domersleben | Dommitzsch | Domsdorf | Donaueschingen | Donaustauf | Donauwörth | Donnersdorf | Donsieders | Donzdorf | Dorf | Dorfen | Dorfhain | Dorfprozelten | Dormagen | Dormagen-Rheinfeld | Dorn-Dürkheim | Dornburg | Dornburg-Camburg | Dornburg-Wilsenroth | Dorndorf | Dorndorf-Steudnitz | Dornhan | Dornhan-Marschalkenzimmern | Dornstadt | Dornstetten | Dornstetten-Aach | Dornum | Dornumersil | Dorsheim | Dorstadt | Dorsten | Dorsten-Rhade | Dortmund | Dortmund-Bittermark | Dortmund-Lütgendortmund | Dortmund-Mitte | Dotternhausen | Drage | Dragun | Drais | Drangstedt | Dransfeld | Dranske | Drebach | Drebkau | Dreetz | Drei | Dreieich | Dreieich-Dreieichenhain | Dreieichenhain | Dreifelden | Dreiheide | Dreikirchen | Dreis-Brück | Dreisen | Drelsdorf | Drensteinfurt | Drensteinfurt-Walstedde | Dreschvitz | Dresden | Drestedt | Drewin | Dreye | Drieberg | Driedorf | Drispeth | Drochtersen | Drolshagen | Droschka | Droyßig | Ducherow | Duchroth | Dudeldorf | Dudenhofen | Duderstadt | Dudweiler | Dudweiler-Herrensohr | Duggendorf | Duingen | Duisburg | Duisburg-Baerl | Duisburg-Hochheide | Dummerdorf | Dummersdorf | Dummerstorf | Dungelbeck | Dunningen | Dunsum | Dunum | Dunzweiler | Durmersheim | Durmserheim | Dutzow | Dußlingen | Dägeling | Dähre-Bonese | Dämelow | Dänischenhagen | Dänkritz | Döbbersen | Döbeln | Döbern | Döhlau | Dölbau | Döllstädt | Dömitz | Dörentrup | Dörfles-Esbach | Dörnberg | Dörnitz | Dörpen | Dörpling | Dörpstedt | Dörpum | Dörrenbach | Dörscheid | Dörth | Dörverden/ | Dörzbach | Dötlingen | Dülken | Dülmen | Dülmen-Buldern | Dümmer | Dümpelfeld | Düngenheim | Dünsen | Dürbheim | Düren | Düren-Arnoldsweiler | Düren-Birkesdorf | Düren-Hoven | Düren-Merken | Dürmentingen | Dürrenberg | Dürrlauingen | Dürrröhrsdorf-Dittersbach | Dürrwangen | Düsseldorf | Düsseldorf-Flehe | Düsseldorf-Hubbelrath | Düsseldorf-Oberkassel | Düsseldorf-Unterbach | Düsseldorf-Wersten | Düsseldorf-Wittlaer | Düvier | EICH | EUPEN | Ebelsbach | Ebenhausen | Ebensfeld | Ebenweiler | Eberbach | Eberdingen | Eberdingen-Nussdorf | Eberfing | Ebergötzen | Eberhardzell | Ebern | Ebersbach | Ebersbach- | Ebersbach-Neugersdorf | Ebersberg | Ebersdorf | Ebersried | Ebersried/ | Eberstadt | Eberswalde | Ebertshausen | Ebertsheim | Ebhausen | Ebingen | Ebrach | Ebringen | Ebsdorfergrund | Ebstorf | Echem | Eching | Echzell | Echzell-Bingenheim | Eckardroth | Eckardtshausen | Eckartsberga | Eckelsheim | Eckenroth | Eckental | Eckental-Eckenhaid | Eckernförde | Eckersdorf | Eckersweiler | Eckhorst | Ecklak | Eddelak | Edemissen | Edemissen-OT | Edenkoben | Edermünde | Edermünde-Besse | Edersleben | Edertal | Edertal-Kleinern | Edesheim | Edewecht | Edger-Eller | Ediger | Ediger-Eller | Edingen-Neckarhausen | Edling | Effeltrich | Efringen-Kirchen | Egeln | Egelsbach | Egenhausen | Egenhofen | Egestorf | Eggebek | Eggenfelden | Eggenstedt | Eggenstein | Eggenstein-Leopoldshafen | Eggenthal | Eggersdorf | Eggesin | Eggingen | Egglham | Egglkofen | Eggolsheim | Eggstedt | Eggstätt | Eging | Eglharting | Egloffstein | Eglofs | Egmating | Egweil | Ehekirchen | Ehekirchen-Weidorf | Ehingen | Ehlenz | Ehlershausen | Ehlscheid | Ehningen | Ehra | Ehra-Lessien | Ehrenkirchen | Ehringshausen | Ehringshausen-Daubhausen | Ehringshausen-Katzenfurt | Eibach | Eibau | Eibau-Neueibau | Eibelstadt | Eibenstock | Eibenstock-Wildenthal | Eich | Eichberg | Eichelhardt | Eichenau | Eichenbarleben | Eichenberg | Eichenbühl | Eichendorf | Eichenwalde | Eichenzell | Eichigt | Eichstedt | Eichstetten | Eichstätt | Eichwalde | Eickendorf | Eicklingen | Eigeltingen | Eilenburg | Eilenstedt | Eilsdorf | Eilsleben | Eime | Eimeldingen | Eimen | Eimke | Einbeck | Einbeck-Greene | Einbeck-Kreiensen | Einbeck-Salzderhelden | Einhausen | Einselthum | Einöllen | Eiselfing | Eisenach | Eisenbach | Eisenberg | Eisenberg-Steinborn | Eisenheim | Eisenhüttenstadt | Eisfeld | Eisingen | Eisleben | Eislingen | Eislingen/Fils | Eiterfeld | Eitorf | Eitting | Eixen | Ekenis | Elbe | Elbe-Parey | Elbe-Parey-Parey | Elben | Elbeu | Elbingerode | Elbtal | Elbtal-Dorchheim | Elchesheim-Illingen | Elchingen | Eldena | Eldingen | Elfershausen | Elisenau | Elkenroth | Elleben | Ellefeld | Ellenz-Poltersdorf | Ellerau | Ellerbek | Ellerhoop | Ellern | Ellgau | Ellhofen | Ellingen | Ellingstedt | Ellrich | Ellwangen | Elm | Elmenhorst | Elmenhorst-Kreis | Elmenhorst/Lichtenhagen | Elmshausen | Elmshorn | Elmstein | Elpenrod | Elpersbüttel | Elscheid | Elsdorf | Elsdorf-Westermühlen | Elsfleth | Elsfleth-Moorriem | Elskop | Elsteraue | Elsterberg | Elsterheide | Elsterwerda | Elstheide | Elstra | Elterlein | Eltmann | Eltville | Elverdissen | Elversberg | Elxleben | Elz | Elzach | Elze | Embsen | Emden | Emerkingen | Emersacker | Emkendorf | Emlichheim | Emlichheim/Grafschaft | Emmelsbüll-Horsbüll | Emmelshausen | Emmendingen | Emmendorf | Emmenhausen | Emmeningen | Emmerich | Emmerich-Elten | Emmerich-Hüthum | Emmering | Emmerke | Emmerthal | Emmerting | Emmerzhausen | Emmingen | Emmingen-Liptingen | Empfingen | Emsbüren | Emsdetten | Emseloh | Emstek | Endingen | Endschütz | Enge-Sande | Engelbrechtsche | Engelmannsreuth | Engelsberg | Engelsbrand | Engelsbrand-Grunbach | Engelsbrand-Salmbach | Engelskirchen | Engelthal | Engen | Enger | Enger-Bustedt | Engersen | Engstingen | Engstlatt | Eningen | Enkenbach | Enkenbach-Alsenborn | Enkirch | Ennepetal | Ennetach | Ennigerloh | Ensdorf | Ense | Ense-Bremen | Ensheim | Enspel | Enzen | Enzklösterle | Epenwöhrden | Epfach | Epfach-Denklingen | Epfenbach | Epfendorf | Eppelborn | Eppelheim | Eppenberg | Eppenbrunn | Eppendorf | Eppenrod | Eppertshausen | Eppingen | Eppingen-Rohrbach | Eppishausen | Eppstein | Eppstein-Niederjosbach | Erbach | Erbach-Eltville | Erbendorf | Erbes-Büdesheim | Erdeborn | Erdesbach | Erding | Erdmannhausen | Erdorf | Erdweg | Eresing | Erfde | Erftstadt | Erftstadt-Friesheim | Erftstadt-Gymnich | Erftstadt-Köttingen | Erftstadt-Lechenich | Erfurt | Erfurt-Büßleben | Erfweiler | Ergolding | Ergoldsbach | Erharting | Ering | Eriskirch | Erkelenz | Erkenbrechtsweiler | Erkheim | Erklenz | Erkner | Erkrath | Erlabrunn | Erlangen | Erlangen-Tennenlohe | Erlau | Erlbach | Erlenbach | Erlenbach-Streit | Erlenmoos | Erlensee | Erligheim | Erlingen | Ermsleben | Erndtebrück | Ernsgaden | Erolzheim | Erpel | Erpolzheim | Erwitte | Erxleben | Erzhausen | Esch | Esch/Auweiler | Eschach | Eschach-Holzhausen | Eschau | Eschau-Hobbach | Eschborn | Eschdorf | Escheburg | Eschede | Eschelbronn | Eschenbach | Eschenburg | Eschershausen | Eschlkam | Eschneburg | Eschwege | Eschweiler | Eschweiler/Rhld. | Esens | Esgrus | Eslarn | Eslohe | Espelkamp | Espenau | Essel | Esselborn | Essen | Essen-Bredeney | Essen-Rüttenscheid | Essenbach | Essenheim | Essenrode | Essingen | Esslingen | Estedt | Estenfeld | Esterwegen | Estorf | Etschberg | Ettenheim | Ettenheim-Ettenheimweiler | Etting | Ettlingen | Ettringen | Etzbach | Etzelwang | Eulenbis | Eurasburg | Euskirchen | Euskirchen-Stotzheim | Eutin | Eutingen | Eußenheim | Eußerthal | Eversen | Eversmeer | Everswinkel | Evessen | Extertal | Eydelstedt | Eyendorf | Eystrup | Eßweiler | Fahrdorf | Fahren | Fahrenbach | Fahrenzhausen | Faid | Falkenberg | Falkenberg/ | Falkenberg/Elster | Falkenfels | Falkenhain | Falkenrehde | Falkensee | Falkenstein | Falkenstein-Vogtland | Falkenstein/Harz | Falkenstein/Vogtland | Farchant | Fargau | Farnstädt | Farschweiler | Farsleben | Farven | Faulenhorst | Faßberg | Fehmarn | Fehrbellin | Feilitzsch | Feldafing | Feldatal | Feldberg | Feldberg-Falkau | Feldberger | Feldkirchen | Feldkirchen-Westerham | Felixsee | Fellbach | Fellen | Fellheim | Felsberg | Ferchland | Ferdinandshof | Fernwald | Fernwald-Steinbach | Ferschweiler | Feucht | Feuchtwangen | Feusdorf | Fichtelberg | Fichtenau | Fichtenau-Unterdeufstetten | Fichtenberg | Fichtenwalde | Fichtwald | Filderstadt | Filsen | Filsum | Fincken | Finkenbach-Gersweiler | Finne | Finnentrop | Finning | Finsing | Finsterbergen | Finsterwalde | Fintel | Firrel | Fischach | Fischbach | Fischbachau | Fischbachtal | Fischen | Fischerbach | Fischerhude-Quelkhorn | Fischingen | Fitzen | Flacht | Fladungen | Flammersfeld | Flechtingen | Fleckeby | Flein | Flemlingen | Flenbsburg | Flensburg | Flensburg/Krusau | Fleringen | Flessenow | Flieden | Flieth-Stegelitz | Flintbek | Flintsbach | Floh | Floh-Seligenthal | Flomborn | Flonheim | Florstadt | Florstadt-Stammheim | Floss | Floß | Fluorn-Winzeln | Fluterschen | Flußbach | Flöha | Flörsbachtal | Flörsbachtal-Lohrhaupten | Flörsheim | Flörsheim-Dalsheim | Fockbek | Fohren-Linden | Font | Forbach | Forchheim | Forchtenberg | Forheim | Forst | Forst/Lausitz | Forstinning | Fouquettin | Framersheim | Frammersbach | Frankelbach | Frankenau | Frankenbach | Frankenberg | Frankenberg/ | Frankenberg/Eder | Frankenberg/Sa. | Frankenblick | Frankendorf | Frankeneck | Frankenhain | Frankenhardt | Frankenheim | Frankenstein | Frankenthal | Frankenthal-Eppstein | Frankfurt | Frankfurt-Nied | Frankleben | Frankreich-Schoeneck | Frankweiler | Franzburg | Frauenberg | Frauenneuharting | Frauensee | Frauenstein | Frauenwald | Fraureuth | Frechen | Frechen- | Frechen-Königsdorf | Freckenfeld | Freden | Fredenbeck | Fredersdorf | Fredersdorf-Vogelsdorf | Fredesdorf | Frei-Laubersheim | Freiberg | Freiburg | Freiburg-St. | Freidorf | Freienbrink | Freiensteinau | Freienwill | Freigericht | Freihalden | Freihung | Freilassing | Freilingen | Freimersheim | Freinsheim | Freisen | Freising | Freistett | Freital | Freital-Pesterwitz | Frellstedt | Fremdingen | Freren | Fresendorf | Frestedt | Freudenberg | Freudenberg-Rauenberg | Freudenburg | Freudenstadt | Freudental | Freyburg | Freystadt | Freyung | Frickenhausen | Frickenhausen-Linsenhofen | Frickhofen | Frickingen | Fridingen | Fridolfing | Friedberg | Friedeburg | Friedelhausen | Friedelsheim | Friedenweiler | Friedewald | Frieding | Friedland | Friedrichroda | Friedrichsdorf | Friedrichshafen | Friedrichshof | Friedrichshofen | Friedrichsholm | Friedrichskoog | Friedrichskoog-Spitze | Friedrichsruhe | Friedrichstadt | Friedrichsthal | Frielendorf | Friesack | Friesenhagen | Friesenheim | Friesenhofen | Friesoythe | Friolzheim | Frittlingen | Fritzlar | Frohburg | Frohnau | Frohnhofen | Frohnlach | Fronhausen | Frontenhausen | Frose | Frst | Fränkisch-Crumbach | Fröndenberg | Fröndenberg/Ruhr | Fröttstädt | Fuchsstadt | Fuchstal | Fuerstenfeldbruck | Fuhlendorf | Fuhlendorf-Bodstedt | Fulda | Fuldabrück | Fuldatal | Fuldatal-Simmershausen | Furth | Furtwangen | Fußgönheim | Fußgönnheim | Föckelberg | Föhren | Förderstedt | Förste/Ostrode | Fünfseen | Fünfstetten | Fürstenau | Fürstenberg | Fürstenberg-Lichtenfels | Fürstenberg/Havel | Fürstenfeldbruck | Fürstenwalde | Fürstenwalde/Spree | Fürstenwerder | Fürstenzell | Fürstenzell-Engertsham | Fürth | Fürth-Stadeln | Füssen | GM-Hütte | Gaberndorf | Gablenz | Gablingen | Gabsen | Gachenbach | Gackenbach | Gadebusch | Gadeland | Gager | Gaggenau | Gaggenau-Ottenau | Gaiberg | Gaienhofen | Gaildorf | Gailingen | Gaimersheim | Galenbeck | Gallentin | Gallin-Kuppentin | Gallinchen | Gallmersgarten | Galmsbüll | Gammelin | Gammelsdorf | Gammelshausen | Gammertingen | Gammertingen-Neufra | Ganderkesee | Gangelt | Gangelt-Birgden | Gangelt-Schierwaldenrath | Gangkofen | Ganzig | Garbsen | Garbsen-Altgarbsen | Garbsen-Horst | Garbsen-Osterwald | Garching | Gardelegen | Garding | Garlstorf | Garmisch-Partenkirchen | Garrching | Garrel | Garrel-Beverbruch | Gars | Garstedt | Gartow | Garz | Garz/Golm | Gatersleben | Gattendorf | Gau | Gau-Algesheim | Gau-Bickelheim | Gau-Bischofsheim | Gau-Odernheim | Gauern | Gaugrehweiler | Gaukönigshofen | Gauting | Gauting-Stockdorf | Gebehofen | Gebhardshain | Gebroth | Gechingen | Gedern | Geeste | Geesthacht | Geestland | Geestland-Elmlohe | Geestland-Langen | Gefell | Gefrees | Gehlberg | Gehrde | Gehrden | Gehrweiler | Geich | Geichlingen | Geiersthal | Geilenkirchen | Geilenkirchen-Stadt | Geilnau | Geinsheim | Geisa | Geiselbach | Geiselhöring | Geiselwind | Geisenfeld | Geisenhausen | Geisenheim | Geisfeld | Geisig | Geising | Geisingen | Geislingen | Geislingen-Aufhausen | Geislingen-Erlaheim | Geithain | Geithain-Wickershain | Gelbensande | Geldern | Gelhnausen | Gellershausen | Gelnhausen | Gelnhausen-Hailer | Gelnhausen-Höchst | Gelnhausen-Meerholz | Gelsenkirchen | Gelsenkirchen-Buer | Geltendorf | Gelting | Gemeinde | Gemmingen | Gemmingen-Stebbach | Gemmrigheim | Gemünd | Gemünden | Genderkingen | Gengenbach | Genhodder | Gensingen | Genthin | Georgenberg | Georgenthal | Georgsdorf | Georgsmarienhütte | Gera | Gera-Langenberg | Gera-Wolfsgefärth | Geraberg | Gerabronn | Gerach | Gerbach | Gerbershausen | Gerbstedt | Geretsried | Gerichshain | Geringswalde | Gerlingen | Germaringen | Germaringen-Obergermaringen | Germering | Germering/Unterpfaffenhofen | Germersheim | Germersheim-Sondernheim | Gernrode | Gernsbach | Gernsbach-Hilpertsau | Gernsheim | Geroldsgrün | Gerolsbach | Gerolsheim | Gerolstein | Gerolstein-Oos | Gerolzhofen | Gersdorf | Gersfeld | Gersheim | Gerstetten | Gerstetten-Heuchlingen | Gersthofen | Gerstungen | Gerswalde | Gerwisch | Gerzen | Geschendorf | Gescher | Gescher-Hochmoor | Geschwenda | Gesees | Geseke | Geseke-Eringerfeld | Gessertshausen | Gestratz | Gettorf | Gevelsberg | Gevenich | Gevensleben | Geversdorf | Gexberg | Geyer | Gieboldehausen | Giekau | Gielde | Gielert | Gielow | Giengen | Giersleben | Giesen | Gießen | Gießen-Rödgen | Gießübel | Gifhorn | Gifhorn-Wilsche | Gifhorn/Kästorf | Gilching | Gildehaus | Gillenfeld | Gilserberg | Gimbsheim | Gimbweiler | Gingen | Gingst | Ginsheim-Gustavsburg | Ginsweiler | Girkenroth | Gladbach | Gladbeck | Gladbeck-Zweckel | Gladenbach | Glaisin | Glan-Münchweiler | Glandorf | Glasau | Glashuetten | Glashütte | Glashütte-Johnsbach | Glashütte-Niederfrauendorf | Glashütten | Glashütten-Oberems | Glattbach | Glatten | Glauburg | Glauchau | Gleichen | Gleina | Gleisweiler | Gleiszellen-Gleishorbach | Gletzow | Glewitz | Glienicke | Glienicke- | Glienicke-Nordbahn | Glienicke/Nordbahn | Glinde | Glindenberg | Glonn | Glottertal | Glowe | Glücksburg | Glückstadt | Gmund | Gnarrenburg | Gnissau | Gnoien | Gnutz | Goch | Goch-Hassum | Gochsheim | Godelhausen | Goe. | Gohrisch | Gokels | Golchen | Goldbach | Goldbeck | Goldberg | Goldelund | Goldenstedt | Goldkronach | Gollenberg | Gollmenz | Goltoft | Golzow | Golßen | Gomadingen-Wasserstetten | Gomaringen | Gommern | Gommersheim | Gonbach | Gondelsheim | Gondenbrett | Gondershausen | Gonna | Gonzerath | Goosefeld | Gorden-Staupitz | Gorleben | Gornau | Gornsdorf | Gorsleben | Gortz | Gorxheimertal | Gosda | Gose | Gosheim | Goslar | Goslar-Immenrode | Goslar-Jerstedt | Goslar-Oker | Goslar-Wiedelah | Goslar/Lengde | Gossersweiler-Stein | Gotha | Gottenheim | Gottesgabe | Gotteszell | Gotthun | Gottmadingen | Gottmadingen-BIETINGEN | Graal-Müritz | Grabau | Graben | Graben-Neudorf | Grabenstetten | Grabow | Grabowhöfe | Grafenau | Grafenberg | Grafengehaig | Grafenhausen | Grafenrheinfeld | Grafhorst | Grafing | Grafling | Grafrath | Grafschaft | Grainau | Grambow | Grammelow | Grammentin | Grammetal | Gramzow | Grande | Gransebieth | Gransee | Granzin | Grapzow | Grasberg | Grasbrunn | Grasellenbach | Grasellenbach-Hammelbach | Grasellenbach-Wahlen | Grasleben | Grassau | Grauel | Grauting | Grebenau | Grebenhain | Grebenstein | Grebin | Greding | Grefrath | Grefrath-Oedt | Greifenberg | Greifenstein | Greifenstein-Ulm | Greifswald | Greimerath | Greimersburg | Greiz | Gremersdorf | Grenderich | Grenzach- | Grenzach-Wyhlen | Gresse | Grettstadt | Greven | Grevenbroich | Grevenbroich-Gustorf | Grevenbroich-Hemmerden | Grevenkop | Grevesmühlen | Grevesmühlen/Büttlingen | Gribbohm | Grieben | Griebenow | Gries | Griesheim | Griesingen | Griesstätt | Grimburg | Grimma | Grimmen | Grobengereuth | Groitzsch | Gronau | Gronau-Epe | Grossefehn | Grosselfingen | Grossenstein | Grossinzemoos | Grosslittgen | Groß | Groß-Bieberau | Groß-Gerau | Groß-Gerau/ | Groß-Gerau/Berkach | Groß-Rohrheim | Groß-Umstadt | Groß-Zimmern | GroßRosenburg | Großaitingen | Großalmerode | Großbadegast | Großbartloff | Großbeeren | Großbettlingen | Großbothen | Großbottwar | Großbreitenbach | Großbundenbach | Großderschau | Großdubrau | Großdöbschütz | Großefehn | Großenaspe | Großenbrode | Großeneder | Großenehrich | Großengottern | Großenhain | Großenhof | Großenkneten | Großenlüder | Großenlüder-Bimbach | Großenrade | Großensee | Großenstein | Großenwiehe | Großerlach | Großerlach-Liemersbach | Großerlach-Schönbronn | Großhabersdorf | Großhansdorf | Großharrie | Großharthau | Großharthau-Seeligstadt | Großheide | Großheirath | Großhennersdorf | Großheubach | Großholbach | Großkarlbach | Großkayna | Großkoschen | Großkrotzenburg | Großkugel | Großkühnau | Großlittgen | Großlohra | Großmaischeid | Großmehring | Großmühlingen | Großnaundorf | Großneuhausen | Großniedesheim | Großolbersdorf | Großostheim | Großostheim-OT | Großostheim-Wenigumstadt | Großpaschleben | Großpostwitz | Großpösna | Großpösna-Güldengossa | Großrosseln | Großrosseln-Emmersweiler | Großrosseln-St. | Großräschen | Großröhrsdorf | Großrössen | Großschirma | Großschwabhausen | Großschweidnitz | Großschönau | Großsolt | Großsteinberg | Großthiemig | Großtreben | Großvargula | Großwallstadt | Großweil | Großwoltersdorf | Großzschocher | Großzössen | Grub | Grube | Grubnow | Gruibingen | Grumbach | Grundhof | Grundshagen | Gräfelfing | Gräfenberg | Gräfendorf | Gräfenhain | Gräfenhainichen | Gräfenhausen(Birkenfeld) | Gräfenthal | Gräfentonna | Grävenwiesbach | Grävenwiesbach-Heinzenberg | Gröbenzell | Gröden | Gröditz | Grömbach | Grömitz | Gröningen | Grönwohld | Grüna | Grünbach | Grünberg | Gründau | Grünebach | Grüneberg | Grünenbach | Grünewald | Grünhain-Beierfeld | Grünhainichen | Grünheide | Grünkraut | Grünow | Grünsfeld | Grünstadt | Grünstadt-Sausenheim | Grünthal | Grünwald | Gschwend | Gschwend-Mittelbronn | Gstadt | Guben | Gudendorf | Gudensberg | Gudow | Guldental | Gummersbach | Gummersbach-Derschlag | Gumperda | Gumtow | Gundelfingen | Gundelsheim | Gundersweiler | Gunningen | Guntersblum | Gunzenhausen | Gusborn | Gusow-Platkow | Gustow | Gutenacker | Gutenberg | Gutengermendorf | Gutenzell | Gutenzell-Hürbel | Gutmadingen | Guttenberg | Gutweiler | Guxhagen | Gyhum | Gädheim | Gägelow | Gärtringen | Gäufelden | Göda | Göggingen | Göhrde-Schmardau | Göhren | Göhren-Lebbin | Göllheim | Göllin | Gönnersdorf | Gönnheim | Göpfersdorf | Göppingen | Görgeshausen | Görisried | Görkwitz | Görlitz | Görlitz/ | Görsbach | Görwihl | Görzke | Gösenroth | Gössnitz | Göttelborn | Göttingen | Gößnitz | Gößweinstein | Güglingen | Güglingen-Eibensbach | Güllesheim | Gülze | Gülzow | Gülzow-Prützen | Gülzow-Prüzen | Günstedt | Güntersen | Güntersleben | Günthersbühl | Günz | Günzburg | Güsen | Güssefeld | Güsten | Güster | Güstrow | Gütenbach | Gütersloh | Gützkow | HAMBURG | HERNE-SODINGEN | HEUSWEILER | Haag | Haag/Amper | Haan | Haan-West | Haar | Haarbach | Habenhausen | Habichtswald | Hachenburg | Hackenheim | Hadamar | Hademstorf | Haferungen | Hage | Hagen | Hagen-Dahl | Hagen/Lohme | Hagenbach | Hagenburg | Hagenbüchach | Hagenheim | Hagenow | Hagermarsch | Hagnau | Hahausen | Hahn | Hahnenklee-Bockswiese | Hahnheim | Hahnstätten | Hahnweiler | Haibach | Haidmühle | Haiger | Haiger-Flammersbach | Haiger-Langenaubach | Haigerloch | Haigerloch-Trillfingen | Haigerloch-Weildorf | Haimendorf | Haimhausen | Haimhausen-Oberndorf | Haiming | Haina | Hainau | Hainburg | Hainewalde | Hainfeld | Hainichen | Hainsfarth | Haiterbach | Haiterbach-Oberschwandorf | Hakenstedt | Halbe | Halbemond | Halberstadt | Halblech | Haldensleben | Haldenwang | Halen | Halenbeck-Rohlsdorf | Halfing | Hallbergmoos | Halle | Halle-Blumenau | Halle-Dautzsch | Halle-Dölau | Halle-Frohe | Halle-Hunzen | Halle-Reideburg | Halle/S. | Halle/West. | Hallenberg | Hallerndorf | Hallig | Hallstadt | Halsbrücke | Halstenbek | Haltern | Haltingen | Halver | Hambach | Hambergen | Hambrücken | Hamburg | Hamburg-Bergedorf | Hamburg-Bergstedt | Hamburg-Duvenstedt | Hamburg-Heimfeld | Hamburg-Iserbrook | Hamburg-Klein | Hamburg-Marienthal | Hamburg-Marmstorf | Hamburg-Niendorf | Hamburg-Poppenbüttel | Hamburg-Rahlstedt | Hamburg-Schnelsen | Hamburg-Stellingen | Hamburg-Wilstorf | Hamburg/Nienstedten | Hambühren | Hamdorf | Hamel | Hameln | Hameln-Halvestorf | Hameon | Hamfelde | Hamlen | Hamm | Hammah | Hammelbach | Hammelburg | Hammelburg-Untererthal | Hammelburg-Westheim | Hammerbrücke | Hammersbach | Hamminkeln | Hamminkeln-Brünen | Hamweddel | Hanau | Hanau-Grossauheim | Hanau-Steinheim | Handeloh | Handewitt | Hanerau | Hanerau-Hademarschen | Hangeweiher | Hanhofen | Hankensbüttel | Hann. | Hann.-Münden | Hannover | Hannover-Bothfeld | Hannover-Mühlenberg | Hannover-Oststadt | Hannover-Waldhausen | Hannover-Wettbergen | Hannoversch | Hanroth | Hansestadt | Hanshagen | Hanstedt | Hanstorf | Happurg | Harburg | Hardebek | Hardegsen | Hardthausen | Haren | Hargesheim | Harmsdorf | Harmstorf | Harpstedt | Harra | Harras | Harrislee | Harschbach | Harsefeld | Harsewinkel | Harsleben | Harsum | Hartau | Hartenfels | Hartenholm | Hartenstein | Hartha | Harthausen | Hartheim | Hartkirchen | Hartmannsdorf-Reichenau | Harxbüttel | Harxheim | Harz | Harzgerode | Harzgerode/ | Harztor | Hasbergen | Hasborn | Hasel | Haselau | Haselbach | Haselbachtal | Haseldorf | Haselünne | Haselünne-Bückelte | Hasenkrug | Hasenmoor | Haslach | Hasloh | Hassel | Hasselberg | Hasselfelde | Hasselroth | Hassendorf | Haste | Hastenrath | Hatten | Hatten-Sandkrug | Hattenhofen | Hattersheim | Hattersheim-Eddersheim | Hattersheim-Okriftel | Hattert | Hattingen | Hattorf | Hattstedt | Hattstedtermarsch | Hatzenbühl | Hatzenport | Hatzfeld | Hatzfeld- | Hatzum | Hauenstein | Haundorf | Hauneck | Haunetal | Haunstetten | Hauptstuhl | Hausach | Hausbay | Hausen | Hausham | Hauteroda | Hauzenberg | Havelberg | Havelsee | Haverlah | Havetoft | Havetoftloit | Havixbeck | Hayingen | Hayingen-Münzdorf | Haßbergen | Haßfurt | Haßloch | Haßmersheim | Hebertshausen | Hechingen | Hechingen-Sickingen | Hechingen-Weilheim | Hechthausen | Hecklingen | Heddert | Heddesbach | Heddesheim | Hedeper | Heede | Heek | Heemsen | Heere | Heeslingen | Heeslingen-Boitzen | Heeßen | Hefersweiler | Hehlen | Heide | Heideck | Heidekamp | Heidelberg | Heidelberg-Ziegelhausen | Heidelberg/Schlierbach | Heidelshem | Heiden | Heidenau | Heidenburg | Heidenheim | Heidenhem | Heidenrod | Heidenrod-Huppert | Heidenrod-Watzelhain | Heidesee | Heidesheim | Heidesheim/Obrigheim | Heidgraben | Heidmühlen | Heigenbrücken | Heikendorf | Heilberscheid | Heilbronn | Heilbronn-Biberach | Heilenbach | Heiligenberg | Heiligendorf | Heiligengrabe | Heiligenhafen | Heiligenhagen | Heiligenhaus | Heiligensee | Heiligenstadt | Heiligenstedten | Heiligenstedtenerkamp | Heiligkreuzsteinach | Heilsbronn | Heimbach | Heimbach-Hausen | Heimbach-Vlatten | Heimbach-Zentralort | Heimbuchenthal | Heimburg | Heimenkirch | Heimertingen | Heimsheim | Heimweiler | Heinade | Heinbockel | Heinersreuth | Heiningen | Heinrichsort | Heinrichswalde | Heinsberg | Heinsberg-Aphoven | Heinsberg-Dremmen | Heinsberg-Kempen | Heinsberg-Oberbruch | Heinsberg-Unterbruch | Heinsberg-Waldenrath | Heinzenberg | Heinzenhausen | Heist | Heitersheim | Helbedündorf | Helbra | Heldburg | Heldenstein | Heldrungen | Helferskirchen | Helgoland | Hellenhahn-Schellenberg | Hellenthal | Hellenthal-Miescheid | Hellertshausen | Hellingen | Hellwege | Helmbrechts | Helmstadt-Bargen | Helmstedt | Helsa | Helsa-Eschenstruth | Heltersberg | Helvesiek | Hemau | Hemer | Hemeringen | Hemhofen | Hemmendorf | Hemmenhofen | Hemmersheim | Hemmingen | Hemmingen-Arnum | Hemmingen-Westerfeld | Hemmingstedt | Hemmoor | Hemsbach | Hemsbünde | Hemslingen | Henau | Henfenfeld | Hengersberg | Henneberg | Hennef | Hennef-Heisterschoß | Hennef-Kurscheid | Hennef-Uckerath | Hennigsdorf | Hennstedt | Hennweiler | Henstedt | Henstedt-Ulzburg | Hentern | Hepberg | Heppenheim | Hepstedt | Herbertingen | Herbitzheim | Herbolzheim | Herborn | Herborn-Seelbach | Herbrechtingen | Herbrechtingen-Bolheim | Herbstein | Herdecke | Herdorf | Herdwangen-Schönach | Herford | Herforst | Hergershausen | Hergisdorf | Heringen | Heringhausen | Heringsdorf | Herl | Herleshausen | Hermannsburg | Hermersberg | Hermeskeil | Hermsdorf | Hermsdorf-Seyde | Herne | Herne-Wanne | Herold | Heroldsbach | Heroldsberg | Heroldstatt | Heroldstatt-Ennabeuren | Herren-Sulzbach | Herrenberg | Herrieden | Herrischried | Herrnburg | Herrngiersdorf | Herrnhut | Herrsching | Hersbruck | Herschbach | Herschberg | Herschbroich | Herschdorf | Herscheid | Herschweiler-Pettersheim | Hersruck | Herten | Herxheim | Herxheim-Hayna | Herxheimweyher | Herzberg | Herzberg/Elster | Herzebrock | Herzebrock-Clarholz | Herzfelde | Herzhorn | Herzlake | Herzogenaurach | Herzogenrath | Herzogenrath-Kohlscheid | Herzogentum | Hesel | Hespe | Hespert-Reichshof | Hessen | Hesseneck | Hessheim | Hessisch | Hestedt | Hetlingen | Hettenleidelheim | Hettenshausen | Hettersheim | Hettingen | Hettstedt | Heubach | Heuchelheim | Heuchelheim-Klingen | Heuchlingen | Heuderber | Heuerßen | Heukewalde | Heumaden | Heusenstamm | Heusweiler | Heyerode | Heyrothsberge | Heßheim | Hiddenhausen | Hiddensee | Hilchenbacg | Hilchenbach | Hildburghausen | Hilden | Hilders | Hildesheim | Hildesheim-Moritzberg | Hildesheim-Neuhof | Hildesheim-Ochtersum | Hildesheim-West | Hilgermissen | Hilgert | Hilgertshausen | Hilgesdorf | Hille | Hillensberg | Hillerse | Hillersleben | Hillesheim | Hillscheid | Hilpoltstein | Hilst | Hilter | Hilzingen | Himbergen | Himmelkron | Himmelpforten | Himmighofen | Hindorf | Hinsdorf | Hinte | Hinterhermsdorf | Hintermeilingen | Hinterschmiding | Hintersee | Hinterweidenthal | Hinterzarten | Hinzert-Pölert | Hinzweiler | Hirrlingen | Hirschaid | Hirschau | Hirschbach | Hirschberg | Hirschfeld | Hirschfelde | Hirschhorn | Hirschthal | Hirten | Hirzenhain | Hittbergen | Hitzacker | Hitzhofen | Hobeck | Hochborn | Hochdonn | Hochdorf | Hochdorf-Assenheim | Hochheim | Hochheim-Massenheim | Hochkirch | Hochscheid | Hochspeyer | Hochstadt | Hochstetten-Dhaun | Hochstätten | Hochtaunuskreis | Hockenheim | Hockweiler | Hodenhagen | Hodorf | Hof | Hofbieber | Hofen | Hoffeld | Hofgeismar | Hofheim | Hofheim-Diedenbergen | Hofkirchen | Hohberg | Hohe | Hohen | Hohenahr | Hohenahr-Erda | Hohenaspe | Hohenau | Hohenberg | Hohenbocka | Hohenbollentin | Hohenbrunn | Hohenbrunn-Riemerling | Hohendodeleben | Hohendorf | Hohendubrau | Hohenfelde | Hohenfels | Hohenfels-Esingen | Hohenfels-Essingen | Hohenfinow | Hohenfurch | Hohenhameln | Hohenhenningen | Hohenkirchen | Hohenleuben | Hohenlinden | Hohenlockstedt | Hohenmocker | Hohenmölsen | Hohenpeißenberg | Hohenprießnitz | Hohenroda | Hohenroth | Hohensaaten | Hohenselchow | Hohenstadt | Hohenstein | Hohenstein- | Hohenstein-Ernstthal | Hohenstein-Meidelstetten | Hohentengen | Hohentengen-Günzkofen | Hohenthann | Hohenwart | Hohenwestedt | Hohenwutzen | Hohenöllen | Hohewisch | Hohn | Hohndorf | Hohne | Hohnstein | Hohnstorf | Hohwacht | Hoisdorf | Hoitlingen | Holdenstedt | Holdorf | Holenberg | Holle | Holle-Sottrum | Holleben | Hollenbek | Hollendorf | Hollenstedt | Holler | Hollern-Twielenfleth | Hollfeld | Hollingstedt | Hollnseth | Hollstadt | Holste | Holsthum | Holt | Holtgast | Holtland | Holtsee | Holungen | Holzappel | Holzbach | Holzdorf | Holzen | Holzerode | Holzgerlingen | Holzgünz | Holzhausen | Holzheim | Holzkirch | Holzkirchen | Holzmaden | Holzminden | Holzwickede | Homberg | Homburg | Homburg-Einöd | Homburg-Kirrberg | Honburg | Honzrath | Hoof | Hoogstede | Hoort | Hopfen | Hoppegarten | Hoppstädten | Hoppstädten-Weiersba | Hoppstädten-Weiersbach | Hopsten | Horath | Horb | Horb-Altheim | Horb-Isenburg | Horb-Mühlen | Horb-Neckar | Horb-Nordstetten | Horbach | Horgau | Horgenzell | Horhausen | Horka | Horn- | Horn-Bad | Hornbach | Hornbek | Hornberg | Hornburg | Horneburg | Hornhausen | Hornow | Horrweiler | Horst | Horstedt | Horstmar | Hosena | Hosenfeld | Hoya | Hoyerswerda | Hoym | Hoßkirch | Huchenfeld | Huckstorf | Hude | Huglfing | Huisheim | Hummelshain | Hummeltal | Hummetroth | Humptrup | Hundorf | Hundsbach | Hungen | Hupperath | Hurlach | Hurth | Husby | Husum | Hutthurm | Hutzfeld | Huy | Häg-Ehrsberg | Hägerfelde | Hähnichen | Härtensdorf | Häsen | Höbeck | Höchen | Höchenschwand | Höchheim | Höchst | Höchstadt | Höchstenbach | Höchstädt | Höckel | Höckendorf | Höfchen | Höfen | Höfer | Högel | Högersdorf | Höhbeck | Höheinöd | Höheischweiler | Höhenkirchen-Siegertsbrunn | Höhenland | Höhn | Höhndorf | Höhr | Höhr-Grenzhausen | Höltinghausen | Hönningen | Hönow | Höpfigheim | Höpfingen | Hörden | Hördt | Hörgertshausen | Hörnum | Hörselberg-Hainich | Hörsingen | Hörstel | Hörstel-Bevergern | Hörstel-Riesenbeck | Hörup | Hörzhausen | Hösbach | Höslwang | Hövelhof | Höxter | Höxter-Albaxen | Höxter-Fürstenau | Hübingen | Hückelhoven | Hückelhoven-Baal | Hückelhoven-Brachelen | Hückelhoven-Doveren | Hückelhoven-Kleingladbach | Hückelhoven-Ratheim | Hückeswagen | Hüde | Hüffelsheim | Hüffenhardt | Hüffler | Hüfingen | Hühnstetten-Limbach | Hülben | Hüllerup | Hüllhorst | Hülsede | Hümmerich | Hünfeld | Hünfelden | Hünfelden-Kirberg | Hünfelden-Mensfelden | Hünfelden-Ohren | Hünstetten | Hünstetten-Görsroth | Hünstetten-Wallrabenstein | Hünxe | Hüpstedt | Hürtgenwald | Hürtgenwald-Gey | Hürtgenwald-Vossenack | Hürth | Hürth-Berrenrath | Hürup | Hütschenhausen | Hüttblek | Hüttenberg | Hüttenberg-Reiskirchen | Hüttenfeld | Hüttenrode | Hütterscheid | Hüttisheim | Hüttlingen | Ibach | Ibbenbüren | Ichenhausen | Icking | Idar-Oberstein | Idstein | Idstein-Eschenhahn | Iffeldorf | Iffezheim | Ifta | Igensdorf | Igersheim | Iggingen | Igling | Ihlienworth | Ihlow | Ihlowerfehn | Ihrlerstein | Ilberstedt | Ilbesheim | Ilfeld | Illerich | Illertissen | Illingen | Illschwang | Ilmenau | Ilmenau-Manebach | Ilmenau/Manebach | Ilmmünster | Ilmtal | Ilmtal-Weinstraße | Ilmünster | Ilsede | Ilsede- | Ilsede-OT | Ilsede-Oberg | Ilsede-Ölsburg | Ilsenburg | Ilsfeld | Ilshofen | Ilvesheim | Immendingen | Immenhausen | Immenstadt | Immerath | Impfingen | Imsweiler | Inchenhofen | Inden | Industristr | Ingelfingen | Ingelheim | Ingendorf | Ingersheim | Ingersleben | Ingolstadt | Ingolstadt-Gerolfing | Ingolstadt-Unterbrunnenreuth | Innernzell | Innernzell-Hilgenreith | Inning | Inningen | Insel | Insheim | Inzell | Inzigkofen | Inzigkofen-Vilsingen | Iphofen | Irmtraut | Irrel | Irsch | Isen | Isenburg | Isenbüttel | Iserlohn | Iserlohn-Hennen | Isernhagen | Ismaning | Isny | Isny/Allg. | Ispringen | Isselbach | Isselburg | Isselburg-Anholt | Isselburg-Werth | Issigau | Issum | Isterberg | Itterbeck | Ittlingen | Itzehoe | Itzgrund | Itzstedt | Iven | Ivenack | Ivenack-Weitendorf | Ivenrode | Jade | Jade-Sehestedt | Jagel | Jagsthausen | Jagstzell | Jahnsdorf | Jahnsdorf/Erzgebirge | Jandelsbrunn | Jardelund | Jarmen | Jatznick | Jeckenbach | Jembke | Jemgum | Jena | Jengen | Jerichow | Jerichow-Brettin | Jersbek | Jersleben | Jerxheim | Jesberg | Jesenwang-Pfaffenhofen | Jesewitz | Jessen | Jessewitz | Jessin | Jesteburg | Jestetten | Jettenbach | Jettingen | Jettingen-Scheppach | Jetzendorf | Jevenstedt | Jever | Jeßnigk | Jeßnitz | Joachimsthal | Jockgrim | Johannesberg | Johanngeorgenstadt | Johanniskirchen | Johnsbach | Jonsdorf | Jork | Jossgrund | Juist | Julbach | Juliusburg | Jungingen | Jävenitz | Jördenstorf | Jörl | Jübar | Jübek | Jüchen | Jüchen-Garzweiler | Jüchen-Gierath | Jüchen/ | Jückelberg | Jülich | Jülich-Güsten | Jülich-Koslar | Jünkerath | Jürgenshagen | Jürgenstorf | Jüterbog | Jütrichau | KAARST | KAISERSESCH | KAISERSESCH/NÄHE | KEMBERG | KETTERSHAUSEN | KL-Siegelbach | Kaaks | Kaarst | Kaarst-Büttgen | Kabelsketal | Kadenbach | Kahl | Kahla | Kahrstedt | Kaiser-Wilhelm-Koog | Kaiserlautern | Kaiserlsautern | Kaisersesch | Kaiserslautern | Kaisheim | Kakau | Kakerbeck | Kaköhl | Kalbe | Kalbsrieth | Kalchreuth | Kalefeld | Kalenborn | Kalkar | Kalkar-Appeldorn | Kalkhorst | Kalkofen | Kall | Kall-Anstois | Kall-Golbach | Kalletal | Kalletal-Tevenhausen | Kallmünz | Kalt | Kaltenkirchen | Kaltenlengsfeld | Kaltennordheim | Kaltensundheim | Kaltenwestheim | Kamen | Kamen-Methler | Kamen-Mitte | Kamenz | Kamern | Kamin | Kammeltal | Kammerforst | Kammerstein | Kamminke | Kamp-Bornhofen | Kamp-Lintfort | Kampen | Kamsdorf | Kandel | Kandel-Minderslachen | Kandern | Kannawurf | Kanp-Lintfort | Kappel-Grafenhausen | Kappeln | Kappelrodeck | Kapsweyer | Karbach | Karben | Karby | Kareth | Karlsbad | Karlsbad-Ittersbach | Karlsbad-Langensteinbach | Karlsdorf | Karlsfeld | Karlshagen | Karlshausen | Karlshuld | Karlskron | Karlsruhe | Karlsruhe-Grötzingen | Karlstadt-Gambach | Karlstein | Karlum | Karow | Karrenzin | Karsbach | Karslruhe | Karstädt | Karwitz | Kasbach-Ohlenberg | Kasel | Kassel | Kassel-Forstfeld | Kastel | Kastel-Staadt | Kastellaun | Kastl | Kastorf | Katlenburg-Lindau | Kattenhorn | Katzenelnbogen | Katzow | Katzweiler | Katzwinkel | Kaub | Kaufbeuren | Kaufering | Kaufungen | Kaulsdorf | Kauxdorf | Kayhude | Kehl | Kehl-Goldscheuer | Kehnert | Keitum | Kelberg | Kelbra | Kelheim | Kelkheim | Kelkheim-Fischbach | Kell | Kellenbach | Kellenhusen | Kellinghusen | Kellmünz | Kelsterbach | Keltern | Kemberg | Kemmern | Kemnath | Kemnath-Zwergau | Kempen | Kempen-St. | Kempenich | Kempten | Kempten-Allgäu | Kentzlin | Kenz | Kenzingen | Kerken | Kerken-Nieukerk | Kernen | Kerpe-Blatzheim | Kerpen | Kerpen-Blatzheim | Kersbach | Kerzenheim | Kesselsdorf | Kessin | Kestert | Ketsch | Kettenheim | Kettenkamp | Kettershausen | Kettig | Ketzin | Kevelaer | Kevelaer-Winnekendonk | Kicklingen | Kiedrich | Kieferselden | Kiefersfelden | Kiel | Kienberg | Kieritzsch | Kierspe | Kindelbrück | Kindenheim | Kinderbeuern | Kindsbach | Kinheim | Kipfenberg | Kippenheim | Kirburg | Kirch | Kirchardt | Kirchberg | Kirchbrack | Kirchdorf | Kirchehrenbach | Kirchen | Kirchenlamitz | Kirchenpingarten | Kirchentellinsfurt | Kirchenthumbach | Kirchgellersen | Kirchhain | Kirchhain-Kleinseelheim | Kirchham | Kirchhausen | Kirchheim | Kirchheim-Hasberg | Kirchheim/Neckar | Kirchheimbolanden | Kirchhundem | Kirchlengern | Kirchlinteln | Kirchschönbach | Kirchseelte | Kirchseeon | Kirchspiel | Kirchtimke | Kirchwald | Kirchzarten | Kirchzell | Kirf | Kirkel | Kirkel-Altstadt | Kirkel-Limbach | Kirn | Kirrweiler | Kirschfurt | Kirschroth | Kirschweiler | Kirtorf | Kisdorf | Kisselbach | Kissenbrück | Kissing | Kittlitz | Kitzingen | Kitzscher | Kißlegg | Kl. | Kladow | Klamp | Klanxbüll | Klausdorf | Klausen | Kleeth | Kleetzke | Klein | Klein-Gerau | Kleinaitingen | Kleinblittersdorf | Kleinblittersdorf-Auersmacher | Kleinblittersdorf-Bliesransbach | Kleinbottwor | Kleinbreitenbach | Kleinburgwedel | Kleindemsin | Kleines | Kleinfurra | Kleinglattbach | Kleinheubach | Kleinich | Kleinkmehlen | Kleinlangheim | Kleinleipisch | Kleinliebringen | Kleinmachnow | Kleinmaischeid | Kleinmühlingen | Kleinopitz | Kleinostheim | Kleinsteinhausen | Kleinwallstadt | Kleinwolmsdorf | Kleinzschachwitz | Klettgau | Klettwitz | Kletzin | Kleve | Kleve-Donsbrüggen | Kleve-Keeken | Kleve-Materborn | Klingenberg | Klingenberg- | Klingenbrunn | Klingenmünster | Klingenthal | Klinken | Klipphausen | Klockenhagen | Kloschwitz | Kloster | Klosterfelde | Klosterlechfeld | Klostermansfeld | Kluis | Kluse | Kläden | Klötze | Klötze-Kusey | Klüden | Klüsserath | Klütz | Kneitlingen | Knittlingen | Knoop-Labach | Knopp | Knopp-Labach | Knorrendorf | Knöringen | Knüllwald | Kobern-Gondorf | Koblenz | Kobrow | Kochel | Kodersdorf | Kohlberg | Kohlscheid | Kohren-Sahlis | Kolbermoor | Koldenbüttel | Kolkwitz | Kollig | Kollmar | Kollow | Komptendorf | Konken | Konradsreuth | Konstanz | Konz | Konz-Könen | Konzell | Kopp | Koppatz | Korbach | Korlingen | Kornelimünster | Korntal-Münchingen | Kornwestheim | Korschenbroich | Korswandt | Kosel | Koserow | Kossa | Kossau | Kottenheim | Kottmar | Kottmarsdorf | Kottweiler-Schwanden | Koßdorf | Krackow | Kraftisried | Kraftsdorf | Kraiburg | Kraichtal | Kraichtal-Münzesheim | Krailling | Krakow | Kranenburg | Kranenburg-Frasselt | Kranenburg-Mehr | Kranenburg-Niel | Kranenburg-Nütterden | Kranenburg-Schottheide | Kranenburg-Wyler | Kranenburg-Zyfflich | Kranichfeld | Kranzberg | Krastel | Kratzeburg | Krauchenwies | Krauschwitz | Krausnick | Krautheim | Krayenberggemeinde/Dorndorf | Krebeck | Krefeld | Krefeld-Bockum | Krefeld-Hüls | Krefeld-Inrath | Krefeld-Oppum | Krefeld-Traar | Krefeld-Verberg | Kreiensen | Kreimbach-Kaulbach | Kreis | Kreischa | Kreischa-Gombsen | Krembz | Kremkau | Kremmen | Kremnitzaue | Krempdorf | Krempe | Kremperheide | Krems | Kressbronn | Krettnich | Kreuth | Kreuth-Oberhof | Kreuth-Scharling | Kreuzau | Kreuzfeld | Kreuztal | Kreuzwertheim | Krickenbach | Kriebitzsch | Kriebstein | Kriegsfeld | Krien | Kriftel | Krippehna | Kritzmow | Kritzow | Krombach | Kronach | Kronau | Kronberg | Kronberg-OT | Kronburg | Kronprinzenkoog | Kronsgaard | Kronshagen | Kropp | Kroppach | Kroppenstedt | Krostitz | Krostitz-Krensitz | Krottelbach | Kruckow | Kruft | Kruge | Krumbach | Krumbach-Edenhausen | Krumbach-Niederraunau | Krumhermersdorf | Krummendeich | Krummesse | Krummhörn | Krummhörn-Pewsum | Krummhörn/Loquard | Krummin | Krummwisch | Krumpa | Krumstedt | Krähenberg | Kröpelin | Kröppelshagen | Kröslin | Kröv | Kröv-Kövenig | Kublank | Kubschütz | Kuchelmiß | Kuchen | Kuddewörde | Kuden | Kuhardt | Kuhfelde | Kuhlen | Kuhlhausen | Kuhsdorf | Kukuk | Kulmain | Kulmbach | Kumhausen | Kummer | Kummerfeld | Kupferberg | Kupferzell | Kuppenheim | Kuppingen | Kurort | Kusel | Kusey | Kusterdingen | Kutenholz | Kutzenhausen-Agawang | Kyffhäuserland | Kyllburg | Kyritz | Käbschütztal | Kägsdorf | Käshofen | Köditz | Ködnitz | Köfering | Köhlen | Köhn | Köhra | Kölleda | Kölln-Reisiek | Köln | Köln-Altstadt-Nord | Köln-Höhenhaus | Köln-Innenstadt | Köln-Junkersdorf | Köln-Lindenthal | Köln-Lövenich | Köln-Rath/Heumar | Köln-Weiß | Köln-Zündorf | Kölpinsee | Köngen | Köngernheim | Köngiswinter | Königheim | Königlutter | Königs | Königs-Wusterhausen | Königsbach | Königsbach-Stein | Königsberg | Königsbronn | Königsbronn-Zang | Königsbrunn | Königsbrück | Königsdorf | Königsee | Königsee-Rottenbach | Königsfeld | Königshain | Königshain-Wiederau | Königshein-Wiederau | Königshorst | Königshütte | Königslutter | Königsmoos | Königsmoos-Untermaxfeld | Königstein | Königstein-Mammolshain | Königswalde | Königswinter | Königswinter-Ittenbach | Könnern | Körchow | Körle | Kösching | Köthen | Kötterichen | Kötz | Kößlarn | Kühbach | Kühlenhagen | Kühlungsborn | Kühsen | Külsheim | Külsheim-Uissigheim | Kümbdchen | Kümmersbruck | Künzell | Künzell-Pilgerzell | Künzelsau | Künzelsu | Küps | Kürnach | Kürnbach | Kürten | Kürten-Eichhof | Küsel | Küssaberg | Küsten | Küsten-OT | Küstriner | LINSENGERICHT | Laage | Laar | Laatzen | Laatzen-Rethen | Laberweinting | Laboe | Lachen | Lachen-Speyerdorf | Lachendorf | Ladbergen | Ladelund | Ladenburg | Laer | Laeven | Laffeld | Lage | Lahn | Lahn- | Lahn-Dill-Kreis | Lahnau | Lahnstein | Lahntal | Lahntal-Caldern | Lahr | Lahr-Langenwinkel | Lahr-Sulz | Lahr/Schwarzwald | Lahr/Schwarzwald-Lahr | Lahstedt | Laichingen | Laichingen-Feldstetten | Laichingen-Suppingen | Laiz | Lalendorf | Lalling | Lam | Lambertsberg | Lambrecht | Lambsborn | Lambsheim | Lamerdingen | Lampertheim | Lampertheim-Hofheim | Lampertheim-Rosengarten | Lampertswalde | Lampringe | Lamspringe | Lamstedt | Lancken | Lancken-Dranske | Lancken-Granitz | Landau | Landau-Dammheim | Landesbergen | Landolfshausen | Landsberg | Landsberg-Gollma | Landscheid | Landshut | Landshut-Auloh | Landshut/Achdorf | Landstuhl | Landsweiler-Reden | Landwehr | Langballig | Langballigau | Langburkersdorf | Langdorf | Langeln | Langelsheim | Langelsheim-Lautenthal | Langen | Langenargen | Langenau | Langenaundorf | Langenbach | Langenberg | Langenbrettach | Langenburg | Langendamm | Langendembach | Langendernbach | Langendorf | Langendorf-OT | Langeneichstädt | Langenenslingen | Langenenslingen-Billafingen | Langenfeld | Langenhagen | Langenhahn | Langenhanshagen | Langenhorn | Langenleuba-Niederhain | Langenlonsheim | Langenpreising | Langenscheid | Langenselbold | Langensendelbach | Langenstein | Langenweißbach | Langenwetzendorf | Langenzenn | Langerringen | Langerwehe | Langfurth | Langgöns | Langhagen | Langlingen | Langquaid | Langscheid | Langstedt | Langsur | Langsur-Wasserbilligerbrück | Langula | Langwedel | Langwedel-Etelsen | Langweid | Lanke | Lanz | Lappersdorf | Lasbek | Lassan | Lassentin | Lastrup | Latdorf | Latendorf | Lathen | Laubach | Lauben | Lauben-Frickenhausen | Laubenheim | Laubusch | Laucha | Lauchhammer | Lauchheim | Lauchringen | Lauda- | Lauda-Königshofen | Lauda-Königshofen-Unterbalbach | Laudenbach | Lauenau | Lauenburg | Lauenburg/Elbe | Lauenhagen | Lauenstein | Lauf | Laufach | Laufen | Laufenburg | Laufenburg-Stadenhausen | Laufersweiler | Lauffen | Lauingen | Laumersheim | Laupheim | Laupheim-Bihlafingen | Laupheim-Obersulmetingen | Lauscha | Lauta | Lauter | Lauter-Bernsbach | Lauterach | Lauterbach | Lauterbach-Rudlos | Lauterbach-Wallenrod | Lauterecken | Lauterhofen | Lauterstein | Lautert | Lautertal | Lautertal- | Lautertal-Elmshausen | Lautrach | Lautzenbrücken | Laußig | Lawalde | Lawalde-Kleindehsa | Lebach | Lebach-Alschbach | Lebach-Aschbach | Lebach-Gresaubach | Lebach-Landsweiler | Lebach-Thalexweiler | Lebehn | Lechbruck | Leck | Leegebruch | Leer | Leerstetten | Leezdorf | Leezen | Legau | Legden | Lehe | Lehesten | Lehesten- | Lehmen | Lehmkuhlen | Lehnitz | Lehnstedt | Lehrberg | Lehre | Lehrensteinsfeld | Lehrte | Lehrte-Ahlten | Leibertingen | Leiblfing | Leichlingen | Leidersbach | Leienkaul | Leiferde | Leimbach | Leimbach-Gilgenbach | Leimen | Leimersheim | Leinburg | Leinde | Leinefelde-Worbis | Leinfelden-Echterdingen | Leingarten | Leiningen | Leinsweiler | Leinzell | Leipheim | Leipzig | Leipzig-Althen | Leipzig-Baalsdorf | Leipzig-Großzschocher | Leipzig-Leutzsch | Leipzig-Liebertwolkwitz | Leipzig-Thekla | Leipzig-Wahren | Leisnig | Leitzkau | Leiwen | Lelm | Lemberg | Lembruch | Lemgo | Lemgow | Lemnitz | Lemwerder | Lendsiedel | Lengede | Lengefeld | Lengenfeld | Lengerich | Lengfeld | Lenggries | Lennestadt | Lenningen | Lensahn | Lentföhrden | Lenting | Lenzen | Lenzkirch | Lenzkirch-Raitenbuch | Leonberg | Leopoldshagen | Leopoldshöhe | Letschin | Lettweiler | Leuba | Leuben | Leuben-Schleinitz | Leubnitz | Leubsdorf | Leun | Leun-Biskirchen | Leuna | Leupoldsgrün | Leutenbach | Leutenberg | Leuterod | Leutersdorf | Leutershausen | Leutesdorf | Leutkirch | Levens | Leverkusen | Libbenichen | Lich | Lichte | Lichtenau | Lichtenau-Blankenrode | Lichtenau/OT | Lichtenberg | Lichtenberg/Erzgeb. | Lichtenfels | Lichtenfels-Trieb | Lichtenow | Lichtenstein | Lichtenstein-Göllesberg | Lichtentanne | Lichtenwald | Liebenau | Liebenburg | Liebenburg-Dörnten | Liebenburg-Groß | Liebenwalde | Lieberose | Liebschützberg | Liebstadt | Liederbach | Lienen | Liensfeld | Liepe | Liepen | Liepgarten | Lierschied | Liesenich | Lieser | Lilienthal | Limbach | Limbach-Krumbach | Limbach-Oberfrohna | Limburg | Limburg-Lindenholzhausen | Limburg-Linter | Limburg-Weilburg | Limburgergof | Limburgerhof | Limeshain | Limmritz | Linau | Lind | Lindau | Lindau-Insel | Lindberg | Linden | Lindenau | Lindenberg | Lindenfels | Lindenfels-Winterkasten | Lindern | Lindetal | Lindetal-Plath | Lindewerra | Lindewitt | Lindheim | Lindhorst | Lindlar | Lindow | Lindstedt | Lindwedel | Lingen | Lingen-Altenlingen | Lingen-Ramsel | Lingenfeld | Lingerhahn | Linkenheim-Hochstetten | Linnich | Linnich-Boslar | Linnich-Ederen | Linsburg | Linsengericht | Linstow | Lintig | Linz | Lippetal | Lippetal-Lippborg | Lippstadt | Lisberg | Lisdorf | Lissendorf | List | Litzendorf | Lobbach | Lobbe | Lobenfeld | Loburg | Lochhausen | Lochum | Lockstedt | Lockwisch | Loddin | Loffenau | Lohbarbek | Lohberg | Lohe | Lohe-Föhrden | Lohe-Rickelshof | Lohfelden | Lohklindt | Lohmar | Lohme | Lohmen | Lohne | Lohnsfeld | Lohr | Lohra | Lohrbach | Lohsa | Loiching | Loiching/Kronwieden | Loit | Loitz | Lollar | Lollschied | Lommatzsch | Longkamp | Lonnig | Lonsee | Lonsheim | Loose | Lorch | Lorchhausen | Lorsch | Losheim | Losheim-Bergen | Losheim-Britten | Lossa | Lossatal | Lossatal/ | Lossburg | Lostau | Lotte | Lottstetten | Loxstedt | Loxstedt-Nesse | Loxstedt-Ueterlande | Loßburg | Lubmin | Lucka | Luckau | Luckenbach | Luckenwalde | Luckow | Ludendorf | Ludorf | Ludwigsau | Ludwigsburg | Ludwigschorgast | Ludwigsfelde | Ludwigshafen | Ludwigshafen-Mundenheim | Ludwigshafen-Oggersheim | Ludwigshafen-Rheingönheim | Ludwigshafen-Ruchheim | Ludwigshöhe | Ludwigslust | Ludwigsstadt | Ludwigsthal | Ludwigswinkel | Lug | Lugau | Lugau/Erzgeb. | Luhe-Wildenau | Luhnstedt | Lunden | Lunzenau | Lupburg | Lustadt | Lutherstadt | Lutherstaft | Lutter | Lutzerath | Lutzerathe | Lutzhorn | Lützen | Lychen | Lägerdorf | Lähden | Löbau | Löbejün | Löbnitz | Löchgau | Löcknitz | Lödderitz | Löderburg | Löf | Löffingen | Löffingen-Reiselfingen | Löhlbach | Löhnberg | Löhne | Löhnhorst | Löllbach | Löningen | Löningen-Borkhorn | Lörrach | Lörrach- | Lörzweiler | Lösnich | Löwenberg | Löwenberger | Löwenstein | Lößnitz | Lübars | Lübbecke | Lübben | Lübbenau | Lübbenau/Spreewald | Lübberstedt | Lübeck | Lübeck-Dänischburg | Lübeck-Travemünde | Lübow | Lübs | Lübtheen | Lübz | Lüchow | Lückendorf | Lüdenscheid | Lüder | Lüderitz | Lüdersdorf | Lüdershagen | Lüdinghausen | Lüerdissen | Lügde | Lügde-Elbrinxen | Lühburg | Lühmannsdorf | Lüneburg | Lünen | Lünen-Gahmen | Lünne | Lünten | Lürschau | Lüssow | Lütau | Lütetsburg | Lütjenburg | Lütjenholm | Lütjensee | Lütjenwestedt | Lütow | Lüttenmark | Lüttgenrode | Lütz | Lützelbach | Lützen | Lützenbach | Lützow | MERZIG | Maasbüll | Maasen | Maasholm | Machern | Mackenbach | Magdeburg | Magdeburg-Ottersleben | Magstadt | Mahlberg | Mahlow | Mahlsdorf | Mahlstetten | Mahlwinkel | Mahlzow | Maichingen | Maikammer | Main-Taunus-Kreis | Mainaschaff | Mainburg | Mainburg-Sandelzhausen | Mainburg/Unterempfenbach | Mainhardt | Mainhardt-Ammertsweiler | Mainhausen | Mainleus | Maintal | Maintal-Bischofsheim | Mainz | Mainz-Bingen | Mainz-Bretzenheim | Mainz-Finthen | Mainz-Gonsenheim | Mainz-Kastel | Mainz-Kostheim | Mainz-Laubenheim | Mainz-Lerchenberg | Maisach | Maitenbeth | Malberg | Malborn | Malchin | Malchow | Malchow-Inselstadt | Malente | Malente-Krummsee | Malgersdorf | Mallersdorf-Pfaffenberg | Malliß | Malow | Malsburg-Marzell | Malsch | Malsch-Waldprechtsweier | Malsch-Waldprechtsweiler | Malsch/Waldprechtsweier | Malschwitz | Malschwitz/ | Malsfeld-Beiseförth | Malterdingen | Mammendorf | Mamming | Manching | Mandel | Mandelbachtal | Mandern | Manderscheid | Mannheim | Mannheim-Feudenheim | Mannheim-Friedrichsfeld | Mannheim-Seckenheim | Mannheim-Waldhof | Mannheim-Wallstadt | Mannweiler-Cölln | Mansfeld | Mantel | Manubach | Marbach | Marburg | March | Margetshöchheim | Marienberg | Marienberg-OT | Marienborn | Marienfließ | Marienhafe | Marienhagen | Marienheide | Marienmünster | Marienrachdorf | Marienthal | Marienwerder | Maring-Noviand | Marisfeld | Mark | Markdorf | Markersdorf | Markgröningen | Markkleeberg | Markkleeberg-Auenhain | Marklkofen | Marklohe | Markneukirchen | Markranstädt | Markransädt | Markt | Marktgraitz | Marktheidenfeld | Marktl | Marktleugast | Marktoberdorf | Marktredwitz | Marktschellenberg | Marktsteft | Marktzeuln | Marl | Marloffstein | Marlow | Marmagen | Marne | Marnitz | Maroldsweisach | Marpingen | Marquartstein | Marsberg | Marsberg- | Marsberg-Bredelar | Marsberg-Essentho | Marschacht | Marschalkenzimmern | Martenroth | Martensrade | Martfeld | Martinroda | Martinshöhe | Martinstein | Marxen | Marxheim-Gansheim | Marxzell | Marzhausen | Marzling | Masburg | Maselheim-Sulmingen | Massenbachhausen | Massenhausen | Masserberg | Masserberg/ | Massing | Mastershausen | Mattsies | Matzenbach | Mauchenheim | Mauer | Mauern | Maulbronn | Mauth | Maxdorf | Maxen | Maxhütte-Haidhof | Maxhütte-Haudhof | Maxsain | Mayen | Mayen-Koblenz | Mayschoss | Maßweiler | Mechelgrün | Mechernich | Mechernich-Eicks | Mechernich-Kommern | Mechernich-Roggendorf | Mechernich-Wachendorf | Mechterstädt | Meckel | Meckenbeuren | Meckenheim | Meckenheim-Merl | Meckenheim/Kottenforst | Meckesheim | Medard | Meddersheim | Meddewade | Medebach | Medebach-Küstelberg | Medebach-Medelon | Medelby | Medow | Meeder | Meerane | Meerbeck | Meerbsuch | Meerbusch | Meerbusch-Bösinghoven | Meerbusch-Strümp | Meerfeld | Meersburg | Meersburg-Riedetsweiler | Meggerdorf | Mehlbach | Mehle | Mehlingen | Mehltheuer | Mehren | Mehring | Meiling | Meine | Meine-Wedesbüttel | Meinersdorf | Meinersen | Meinerzhagen | Meineweh | Meinhard | Meiningen | Meisburg | Meisenheim | Meitingen | Meitingen-Ostendorf | Meißen | Meißenheim | Meißner | Melbeck | Melchow | Meldorf | Melle | Mellenbach | Mellendorf | Mellensee | Mellenthin | Mellingen | Mellinghausen | Mellrichstadt | Melsbach | Melsdorf | Melsungen | Melsungen-Günsterode | Melsungen-Röhrenfurth | Melz | Memmingen | Memmingen-Amendingen | Memmingerberg | Menden | Mendig | Mengen | Mengen-Ennetach | Mengerschied | Mengersgereuth-Hämmern | Mengerskirchen | Mengerskirchen-Dillhausen | Menslage | Menteroda | Meppen | Merbelsrod | Merching | Merchweiler | Merenberg | Mering | Merkers | Merklingen | Merseburg | Mertloch | Merxheim | Merzalben | Merzdorf | Merzen | Merzenich | Merzig | Merzig-Hilbringen | Merzig-Stadt | Merzkirchen | Meschede | Meschede-Berge | Meschede-Grevenstein | Mescherin | Mesekenhagen | Mesekenhagen/OT | Mespelbrunn | Messel | Messingen | Mestlin | Metelen | Metelsdorf | Metten | Mettendorf | Mettenheim | Metterich | Mettingen | Mettlach | Mettlach-Orscholz | Mettmann | Mettweiler | Metzdorf | Metzingen | Metzingen-Neuhausen | Metzkausen | Meudt | Meusegast | Meuselbach-Schwarzmühle | Meuselwitz | Meyenburg | Meyn | Meßkirch | Meßkirch-Menningen | Meßstetten | Meßstetten-Heinstetten | Michelau | Michelbach | Michelfeld | Michelstadt | Michelstadt-Steinbach | Michendorf | Middelhagen | Midlum | Miehlen | Mielkendorf | Miellen | Miesbach | Mietingen | Mihla | Milbitz | Mildenau | Mildstedt | Millen | Millienhagen-Oebelitz | Milmersdorf | Milow-Kastorf | Milow-Krinitz | Milower | Miltenberg | Mindelheim | Mindelzell | Minden | Minden-Kutenhausen | Mintraching | Mirow | Misburg | Missen-Wilhams | Mistelgau | Mistorf | Mittelangeln | Mittelbiberach | Mittelbrunn | Mitteleschenbach | Mittelherwigsdorf | Mittelnkirchen | Mittelstenahe | Mittelstennahe | Mittelstetten | Mittelstrimmig | Mittenaar | Mittenwalde | Mitterfels | Mittergars | Mitterskirchen | Mitterteich | Mitterwöhr | Mittweida | Mitwitz | Mixdorf | Mochau | Mockrehna | Modautal | Modautal-Brandau | Moers | Moers-Schwafheim | Mogendorf | Mohlsdorf | Mohrkirch | Moisburg | Molbergen | Molfsee | Mollhagen | Molmerswende | Moltzow | Monheim | Monreal | Monschau | Monschau-Höfen | Monschau-Imgenbroich | Monschau-Mützenich | Monsheim | Montabaur | Monzelfeld | Monzenfeld | Monzingen | Moordorf | Moorenweis | Moormerland | Moormerland-Warsingsfehn | Moorrege | Moos | Moosbach | Moosbeuren | Moosburg | Moosinning | Moosthening | Moosthenning | Moosthenning/Dornwang | Morbach | Morbach-Bischofsdhron | Morbach-Gonzerath | Morbach-Hinzerath | Morbach-Merscheid | Morbach-Wederath | Morgenröthe-Rautenkranz | Moringen | Moritzburg | Morsbach | Morschen | Morshausen | Morsum | Mosbach | Moselkern | Mossautal | Mottschieß | Much | Mucheln | Mudau | Mudau-Steinbach | Mudau-Ünglert | Mudenbach | Mudersbach | Mudershausen | Mudestausee | Muggensturm | Mulda | Mulda/Sachsen | Muldenhammer | Muldestausee | Mulfingen | Mulsum | Mundelsheim | Munderkingen | Munkbrarup | Munkmarsch | Munster | Murg | Murnau | Murr | Murrhardt | Murrhardt-Steinberg | Muschenried | Mussbach | Musterstadt | Mutlangen | Mutterschied | Mutterstadt | Mutzschen | Mylau | Mz-Bretzenheim | Mähring | Märkisch | Märkisch-Oderland-Hoppegarten | Märkisch-Oderland-Neuenhagen | Märkische | Möckern | Möckmühl | Möckmühl-Züttlingen | Mögglingen | Möhnesee | Möhnesee-Körbecke | Möllenbeck | Möllenhagen | Mölln | Mölschow | Mölsheim | Mömbris | Mömlingen | Möncgengladbach | Mönchberg | Mönchengladbach | Mönchengladbach-Großheide | Mönchengladbach-Rheydt | Mönchengladbach-Wickrath | Mönchenholzhausen | Mönchgut | Mönchhagen | Mönchsdeggingen | Mönchsroth | Mönchweiler | Mönkeberg | Mönkebude | Mönkhagen | Mönkloh | Mönsheim | Mörfelden | Mörfelden-Walldorf | Möringen | Mörlen | Mörlenbach | Mörlenbach-Bonsweiher | Mörsbach | Mörschied | Mörsdorf | Mörsfeld | Möschwitz | Möser | Mössingen | Mössingen-Öschingen | Möthlow | Mötzingen | Mücheln | Mücka | Mücke | Mücke-Sellnrod | Müden | Mügeln | Müglitztal | Mühl | Mühlacker | Mühlacker-Dürrmenz | Mühlacker-Mühlhausen | Mühlberg/Elbe | Mühldorf | Mühlen | Mühlenbach | Mühlenbeck | Mühlenbecker | Mühlendorf-Kreuzschuh | Mühlhausen | Mühlhausen-Ehingen | Mühlhausen/Thüringen | Mühlheim | Mühlingen | Mühltal | Mülheim | Mülheim-Kärlich | Mülheim-Saarn | Mülhheim-Kärlich | Müllenbach | Müllheim | Müllrose | Mülsen | Münchberg | Müncheberg | Münchehofe | München | München-Aubing | München-Pasing-Obermenzing | Münchhausen | Münchsmünster | Münchsteinach | Münchweiler | Münchweiler/ | Mündersbach | Münklingen | Münnerstadt | Münsing | Münsing-Ammerland | Münsingen | Münster | Münster-Angelmodde | Münster-Gelmer | Münster-Handorf | Münster-Hiltrup | Münster-Sarmsheim | Münster-Wolbeck | Münsterappel | Münsterdorf | Münsterhausen | Münsterland | Münstermaifeld | Münstermaifeld-Lasserg | Münzenberg | Mürlenbach | Müsch | Müssen | NEUBURG | NW-Lachen-Speyerdorf | Nabburg | Nachrodt-Wiblingwerde | Nackenheim | Nagel | Nagold | Nagold-Hochdorf | Nagold-Pfrondorf | Nahetal-Waldau | Nahrendorf | Naila | Nalbach | Namborn | Nandlstadt | Nannhausen | Nanzdietschweiler | Nassau | Nassenfels | Nassenheide | Nastätten | Nattenheim | Nattheim | Nauen | Nauheim | Naumburg | Naundorf | Naunhof | Nauort | Nauroth | Nazza | Naßweiler | Nebel | Nebra | Neckar-Odenwald-Kreis | Neckarbischofsheim | Neckargemünd | Neckargemünd-Dilsberg | Neckargerach | Neckarsteinach | Neckarsulm | Neckartailfingen | Neckartenzlingen | Neckarwestheim | Neckarzimmern | Neddemin | Nedlitz | Neef | Neenstetten | Neetze | Neetzka | Neetzow | Negast | Negernbötel | Nehlitz | Nehms | Nehmten/OT | Nehren | Neidenbach | Neidenfels | Neidenstein | Neidlingen | Neitersen | Neißeaue | Neißemünde | Nellingsheim | Nempitz | Nemsdorf-Göhrendorf | Nenndorf | Nennhausen | Nentershausen | Neresheim | Neresheim-Elchingen | Neroth | Nersingen | Nerzweiler | Neschwitz | Nesse | Nesselwang | Nessendorf | Nessetal | Netphen | Nettelsee | Nettersheim | Nettersheim- | Nettersheim-Marmagen | Nettetal | Nettetal-Lobberich | Netzeband | Netzschkau | Neu | Neu-Anspach | Neu-Eichenberg | Neu-Isenburg | Neu-Ulm | Neu-Ulm-City | Neu-Ulm-Reutti | Neualbenreuth | Neubartelshagen | Neubeckum | Neuberend | Neuberg | Neubeuern | Neubiberg | Neubrandenburg | Neubukow | Neubulach | Neuburg | Neudenau | Neudenau-Herbolzheim | Neudietendorf | Neudrosselfeld | Neue | Neuenburg | Neuenbürg | Neuendeich | Neuendorf-Heide | Neuendorf/ | Neuenfelde | Neuengörs | Neuenhagen | Neuenhaus | Neuenhofe | Neuenkirchen | Neuenkirchen-Vörden | Neuenmarkt | Neuenrade | Neuenstadt | Neuenstein | Neuenstein- | Neuenthal | Neuerburg | Neuerkirch | Neufahrn | Neufeld | Neuferchau | Neuffen | Neufinsing | Neufra | Neufunnixsiel | Neugersdorf | Neugraben | Neuhardenberg | Neuharlingersiel | Neuhaus | Neuhausen | Neuhausen-Hamberg | Neuhausen/Erzgebirge | Neuhausen/Spree | Neuhemsbach | Neuhof | Neuhofen | Neuhäusel | Neuhütten | Neukalen | Neukamperfehn | Neukieritzsch | Neukirch | Neukirchen | Neukirchen-Vluyn | Neukirchen/Erzgebirge | Neukirchen/Pleiße | Neukloster | Neukrichen | Neuleiningen | Neulewin | Neulingen | Neulussheim | Neulußheim | Neulöwenberg | Neumagen-Dhron | Neumarkt | Neumarkt-Sankt | Neumünster | Neunburg | Neundorf | Neunheilingen | Neunkhausen | Neunkichen | Neunkirchen | Neunkirchen- | Neunkirchen-Altenseelbach | Neunkirchen-Seelscheid | Neupetershain | Neuravensburg | Neureichenau | Neuried | Neuruppin | Neusalza-Spremberg | Neuss | Neustadt | Neustadt-Borstel | Neustadt-Geinsheim | Neustadt-Glewe | Neustadt-Haardt | Neustadt-Mardorf | Neustadt-Schneeren | Neustadt/ | Neustadt/Harz | Neustadt/Vogtl. | Neustetten | Neustrelitz | Neusäss | Neusäß | Neusäß-Hainhofen | Neusäß-Ottmarshausen | Neutraubling | Neutrebbin | Neuwied | Neuwied-Feldkirchen | Neuwied-Segendorf | Neuzelle | Neuäß | Neuötting | Newel | Ney | Nickenich | Nidda | Niddatal | Nidderau | Nidderau-Erbstadt | Nideggen | Nideggen-Abenden | Nideggen-Embken | Nideggen-Rath | Nideggen-Schmidt | Nieblum | Niebüll | Niedenstein | Nieder | Nieder-Hilbersheim | Nieder-Olm | Nieder-Wiesen | Niederaichbach | Niederalben | Niederalteich | Niederau | Niederaula | Niederbachheim | Niederbergkirchen | Niederbrechen | Niederbreitbach | Niedercunnersdorf | Niederdodenleben | Niederdodernleben | Niederdorf | Niederdorfelden | Niederdürenbach | Niederer | Niedererbach | Niedereschach | Niederfischbach | Niederfrohna | Niedergörsdorf | Niederhambach | Niederheimbach | Niederhofen | Niederkassel | Niederkirchen | Niederkleevez | Niederkrüchten | Niederkumbd | Niederlamitz | Niederlangen | Niederlommatzsch | Niedermohr | Niedermurach | Niedernberg | Niederndodeleben | Niedernhall | Niedernhausen | Niedernhausen-Königshofen | Niederrieden | Niederroßbach | Niederroßla | Niedersachen | Niedersachsen | Niedersayn | Niederstadtfeld | Niedersteinebach | Niederstetten | Niederstetten-Streichental | Niederstotzingen | Niederstotzingen-Oberstotzingen | Niederstozingen | Niedertrebra | Niederusel | Niederwallmenach | Niederwerrn | Niederwerth | Niederwiesa | Niederwinkling | Niederwörresbach | Niederwürschnitz | Niederzier | Niederzier-Oberzier | Niederzissen | Niefern-Öschelbronn | Nieheim | Niehuus | Niemberg | Niemegk | Nienburg | Niendorf | Niendorf/Bad | Nienhagen | Nienstädt | Nienwohld | Nierderkrüchten | Niersbach | Nierstein | Nieschütz | Niesgrau | Niesky | Nieste | Niestetal | Nimritz | Nimshuscheid | Nimsreuland | Nindorf | Nister | Nisterberg | Nistertal | Nistertal-Erbach | Nittel | Nittenau | Nittendorf | Nitzow | Nobitz | Nochern | Noer | Nohfelden | Nohfelden- | Nohn | Nonnenhorn | Nonnenweier | Nonnweiler | Nordden | Norden | Norden-Norddeich | Nordendorf | Nordenham | Nordenham-Einswarden | Nordenstadt | Norderbrarup | Nordermeldorf | Norderney | Norderstapel | Norderstedt | Norderstedt-Harksheide | Norderwöhrden | Nordgermersleben | Nordhalben | Nordharz | Nordhastedt | Nordhausen | Nordheim | Nordheim-Nordhausen | Nordholz | Nordhorn | Nordhorn-Brandlecht | Nordleda | Nordrach | Nordrhein-Westfalen | Nordseeheilbad | Nordstemmen | Nordstemmen-Groß | Nordstrand | Nordwalde | Nordwestuckermark | Norheim | Northeim | Nortmoor | Nortorf | Nossen | Nossendorf | Nottuln | Nottuln-Appelhülsen | Notzingen | Nussdorf | Nusse | Nuthe-Urstromtal | Nuthetal | Nußbach | Nußdorf | Nußloch | Nußloch-Maisbach | Nächst | Nägelstedt | Nähe | Nöbdenitz | Nördlingen | Nörten-Hardenberg | Nörtershausen | Nörthen-Hardenberg | Nörvenich | Nörvenich-Rommelsheim | Nörvenich-Wissersheim | Nümbrecht | Nünchritz | Nünschweiler | Nürnberg | Nürnberg-Boxdorf | Nürtingen | Nürtingen-Reudern | Nützen | OFFENBACH | OT | Ober | Ober-Flörsheim | Ober-Gleen | Ober-Hilbersheim | Ober-Mumbach | Ober-Mörlen | Ober-Olm | Ober-Ramstadt | Oberahr | Oberammergau | Oberasbach | Oberau | Oberaudorf | Oberaula | Oberbarnim | Oberbettingen | Oberboihingen | Oberbrombach | Obercunnersdorf | Oberderdingen | Oberdiebach | Oberding | Oberdolling | Oberdorla | Oberehe-Stroheich | Oberelbert | Obererbach | Oberfell | Obergriesbach | Obergurig | Obergünzburg | Oberhaching | Oberhaid | Oberharmersbach | Oberharz | Oberhausen | Oberhausen-Dümpten | Oberhausen-Rheinhausen | Oberhavel-Birkenwerder | Oberhavel-Mühlenbecker-Land-Schildow | Oberheimbach | Oberheldrungen | Oberhof | Oberirsen | Oberjettingen | Oberkail | Oberkatz | Oberkirch | Oberkochen | Oberkotzau | Oberkrämer | Oberlahnstein | Oberlahr | Oberlaindern | Oberlauterbach | Oberlungwitz | Obermaßfeld | Obermaßfeld-Grimmenthal | Obermehler | Obermichelbach | Obermohr | Obermoschel | Obernbreit | Obernburg | Oberndorf | Oberndorf-Aistaig | Obernfeld | Obernheim | Obernheim-Kirchenarnbach | Obernholz | Obernkirchen | Obernkrchen | Obernwohlde | Obernzell | Oberostendorf | Oberotterbach | Oberpframmern | Oberpöring | Oberreichenbach | Oberreifenberg | Oberreute | Oberriexingen | Oberrimsingen | Oberrod | Oberrot | Oberroßbach | Obersaida | Oberscheinfeld | Oberschleissheim | Oberschleißheim | Oberschlettenbach | Oberschneiding | Oberschwarzach | Oberschweinbach | Oberschöna | Oberschönau | Oberschönegg | Oberseifersdorf | Obersimten | Obersinn | Obersontheim | Oberstadion | Oberstadt | Oberstadtfeld | Oberstaufen | Oberstdorf | Oberstenfeld | Obersulm | Obersülzen | Obertaufkirchen | Oberteuringen | Obertraubling | Obertshausen | Obertshausen-Hausen | Oberursel | Oberursel-Oberstedten | Oberviechtach | Obervolkach | Oberwambach | Oberweid | Oberweiler | Oberweis | Oberweißbach | Oberwesel | Oberweser | Oberwiera | Oberwiesen | Oberwiesenthal | Oberwolfach | Oberzeitelbach | Oberzent | Oberzent-Olfen | Obhausen | Obing | Obrigheim | Obrigheim-Mörtelstein | Ochsenfurt | Ochsenhausen | Ochsenwang | Ochtendung | Ochtersum | Ochtmersleben | Ochtrup | Ockenfels | Ockenheim | Ockfen | Odderade | Odelzhausen | Odenbach | Odensachsen | Odenthal | Oder-Spree | Oder-Spree-Woltersdorf | Oderaue | Oderberg | Odernheim | Oderwitz | Odisheim | Oebisfelde | Oechsen | Oederan | Oedheim | Oelde | Oelixdorf | Oelsberg | Oelsnitz | Oelsnitz-Vogtland | Oelsnitz/Vogtland | Oelzschau | Oepfershausen | Oer | Oer-Erkenschwick | Oerel | Oering | Oerlenbach | Oerlinghausen | Oerlinghausen-Altstadt | Oesfeld | Oesterdeichstrich | Oesterwurth | Oestrich-Winkel | Oettingen | Oevenum | Oeversee | Oeynhausen | Offenau | Offenbach | Offenbach-Bürgel | Offenbach-Hundheim | Offenbach-Rumpenheim | Offenberg | Offenburg | Offingen | Offleben | Offstein | Ofterdingen | Ofterschwang | Oftersheim | Ohlsbach | Ohmden | Ohrdruf | Olbernhau | Olbernhau/ | Olbersdorf | Olbersleben | Olching | Oldenburg | Oldenbüttel | Oldendorf | Oldenswort | Oldersbek | Oldisleben | Oldsum | Olfen | Olk | Ollendorf | Ollmuth | Olpe | Olsber2 | Olsberg | Olzheim | Oppach | Oppenau | Oppenheim | Oppenweiler | Oranienbaum | Oranienbaum-Wörlitz | Oranienburg | Oranienburg-Germendorf | Orenhofen | Orlamünde | Ortenberg | Ortenburg | Ortrand | Osann-Monzel | Osburg | Oschatz | Oschersleben | Osnabrück | Osnabrück-Atter | Ostbevern | Ostdorf | Osteeheilbad | Osteel | Ostelsheim | Osten | Ostenfeld | Osterburg | Osterburken | Osterby | Ostercappeln | Osterfeld | Osterhausen | Osterhever | Osterhofen | Osterholz | Osterholz-Scharmbeck | Osterholz-Scharmbeck- | Osternienburger | Osterode | Osterode-Lerbach | Osterrönfeld | Osterstedt | Ostertor | Osterweddingen | Osterwieck | Osterwieck-Zilly | Ostfildern | Ostfildern-Kemnat | Ostfildern-Nellingen | Ostheim | Osthofen | Ostholstein | Ostingersleben | Ostrach | Ostrau | Ostrhauderfehn | Ostritz | Ostseebad | Oststeinbek | Oststeinbek-Havighorst | Ostvorpommern | Ottendorf | Ottendorf-Okrilla | Ottendorf/Okrilla | Ottenhofen | Ottensoos | Ottenstein | Otter | Otterbach | Otterberg | Otterndorf | Ottersberg | Ottersheim | Otterstadt | Ottersweier | Otterwisch | Ottmannshausen | Ottmarshausen | Ottobeuren | Ottobrunn | Ottrau | Ottweiler | Ottweiler-Lautenbach | Ottweiler-Steinbach | Otzberg | Otzberg-Oberklingen | Otzing | Ovelgönne | Overath | Owen | Owen/Teck | Owingen | Owschlag | Oyten | Oßling | PLAUEN | Padenstedt-Kamp | Paderborn | Paderborn-Marienloh | Pahlen | Painten | Palling | Palmersheim | Palzem | Pampow | Panker | Panketal | Panketal/OT | Pansdorf | Pansfelde | Panten | Pantenburg | Panzweiler | Papenburg | Papendorf | Papenhagen | Papenrode | Parchen | Parchim | Parkentin | Parkstein | Parsau | Parsberg | Parsteinsee | Partenheim | Partenstein | Pasewalk | Pasing | Passau | Passau-Hacklberg | Passow | Pastow | Patersdorf | Pattensen | Paulinenaue | Paunzhausen | Pausa | Pausa-Mühltroff | Pausa/Vogtland | Pechbrunn | Peenehagen | Peertz | Peeselin | Peffingen | Pegau | Pegau/OT | Pegnitz | Peheim | Peickwitz | Peine | Peine/Telgte | Peissen | Peiting | Peitz | Peißenberg | Pellworm | Pelm | Penig | Penkun | Penkun/OT | Pennewitt | Pennigsehl | Pentenried | Penzberg | Penzing | Penzlin | Pepelow | Perl | Perleberg | Perlesreut | Pessin | Petersaurach | Petersberg | Petersdorf-Alsmoos | Petershagen | Petershagen/ | Petershagen/Eggersdorf | Petershausen | Peterslahr | Peterswald-Löffelscheid | Peterwitz | Petting | Petze | Pfaffen-Schwabenheim | Pfaffenberg | Pfaffengrün | Pfaffenhofen | Pfaffing | Pfaffroda | Pfalzel | Pfalzgrafenweiler | Pfarrkirchen | Pfedelbach | Pfeffenhausen | Pfinztal | Pfinztal-Berghausen | Pfofeld | Pforzen | Pforzheim | Pforzheim-Büchenbronn | Pforzheim-Huchenfeld | Pfreimd | Pfronten | Pfullendorf | Pfullingen | Pfungstad | Pfungstadt | Pförring | Philippsburg | Philippsthal | Picher | Piesau | Piesport | Piesport-Niederemmel | Pietzpuhl | Pillig | Pilsting | Pilsting/ | Pingelshagen | Pinnau | Pinnberg | Pinneberg | Pinneberg-Waldenau | Pinnow | Pinzberg | Pirmasens | Pirna | Pirow | Plaidt | Planegg | Plankenfels | Plankstadt | Plate | Plattenburg | Plattling | Plau | Plauen | Plech | Pleckhausen | Pleidelsheim | Plein | Pleinfeld | Pleinting | Pleisweiler-Oberhofen | Pleizenhausen | Plessa | Plettenberg | Pliening | Pliezhausen | Plochingen | Plön | Plötzkau | Plüderhausen | Plüschow | Plütscheid | Pockau | Pockau-Lengefeld | Pocking | Poggensee | Pohle | Pohlheim | Pohlheim-Hausen | Poing | Polau | Polch | Polch-Gappenach | Polle | Pollhagen | Polling | Poltersdorf | Polz | Pommelsbrunn | Pommersfelden | Poppenhausen | Porschendorf | Porta | Poseritz | Posseck | Possendorf | Postbauer-Heng | Postfeld | Postlow | Postmünster | Potsdam | Potsdam-Babelsberg | Pottenstein | Pottum | Pouch | Pr.Oldendorf | Prangendorf | Pratau | Preetz | Preist | Premnitz | Prenzlau | Prerow | Presseck | Preten | Pretzfeld | Pretzier | Preußisch | Priborn | Prichsenstadt | Prien | Priepert | Prisannewitz | Prisdorf | Prittriching | Pritzwalk | Probsteierhagen | Probstzella | Pronstorf | Prosigk | Pruchten | Prödel | Prüm | Prützke | Puchheim | Puderbach | Pulheim | Pulheim-Geyen | Pullach | Pullenreuth-Dreihäuser | Pulsnitz | Pulspforde | Puschendorf | Putbus | Putgarten | Putlitz | Putzbrunn | Pyrbaum | Päse | Pöcking | Pöcking-Maising | Pöhl | Pölitz | Pölitz/Schmachthagen | Pölzig | Pömmelte | Pönitz | Pössneck | Pötenitz | Pöttmes | Pößneck | Pünderich | Pürgen | Pütlingen | Püttlingen | Püttlingen-Köllerbach | Qierschied | Quadrath-Ichendorf | Quakenbrück | Quarnbek | Quedlinburg | Queidersbach | Quenstedt | Querfurt | Quern | Querstedt | Quickborn | Quierschied | Quilow | Quirnbach | Quitzdorf | RETHWISCH | Rab | Rabel | Raben | Rabenau | Rabenstein/ | Rabenstein/Fläming | Rackwitz | Radbruch | Raddestorf | Radeberg | Radebeul | Radeburg | Radefeld | Radegast | Radensleben | Radevormwald | Radibor | Radolfzell | Radolfzell-Böhringen | Radolfzell-Möggingen | Raduhn | Raesfeld | Ragow-Merz | Raguhn | Raguhn-Jeßnitz | Rahden | Rahlstedt | Rain | Raisdorf | Ralingen | Ralingen-Godendorf | Ralswiek | Ramberg | Rambin | Rammelsbach | Rammenau | Rammingen | Ramsdorf-Velen | Ramsen | Ramstein-Miesenbach | Ramsthal | Randowtal | Rangendingen | Rangsdorf | Rankwitz | Ransbach-Baumbach | Ranschbach | Ranstadt | Ransweiler | Rantrum | Rantzau | Ranzin | Raschau | Raschau-Markersbach | Rascheid | Rastatt | Rastatt-Ottersdorf | Rastede | Rastede-Wahnbek | Rastenberg | Rastow | Ratekau | Rathen | Rathenow | Rathmannsdorf | Rathskirchen | Ratingen | Ratingen-Hösel | Ratingen-Lintorf | Ratingen-Ost | Rattenberg | Rattiszell | Ratzeburg | Raubach | Raubling | Rauen | Rauenberg | Rauheim | Rauhenebrach | Rauhenebrach-Koppenwind | Raumbach | Raunheim | Rauschenberg | Rausdorf | Ravensburg | Ravenstein | Ravenstein-Merchingen | Raßnitz | Rechberghausen | Rechenberg-Bienenmühle | Rechlin | Rechtsupweg | Reckahn | Recke | Reckershausen | Recklinghausen | Reddelich | Redekin | Rednitzhembach | Redwitz | Rees | Reestow | Reeßum | Regen | Regensburg | Regensburg-Rheinhausen | Regenstauf | Regesbostel | Regis-Breitingen | Regnitzlosau | Rehau | Rehbeck | Rehborn | Rehburg | Rehburg-Loccum | Rehden | Rehe | Rehefeld | Rehfelde | Rehling | Rehlingen | Rehlingen-Gerlfangen | Rehlingen-Siersburg | Rehlingen-Siersburg-Biringen | Rehlingen-Siersburg-Hemmersdorf | Rehm-Flehde-Bargen | Rehna | Reichartshausen | Reichelsheim | Reichenbach | Reichenbach-Steegen | Reichenbach/F. | Reichenbach/O.L. | Reichenbach/Oberlausitz | Reichenberg | Reichenschwand | Reichenwalde | Reichersbeuern | Reichertshausen | Reichertsheim | Reichertshofen | Reichselsheim | Reichshof | Reichsthal | Reidenhausen | Reiffelbach | Reifferscheid | Reil/Mosel | Reilingen | Reinbek | Reinberg | Reinfeld | Reinhardshagen | Reinheim | Reinkenhagen | Reinsbüttel | Reinsdorf | Reinsfeld | Reinstorf | Reisbach | Reischach | Reisdorf | Reisensburg | Reiskirchen | Reiskirchen-Saasen | Reislingen | Reit | Reitzenhain | Reken | Relingen | Rellingen | Relzow | Remagen | Remchingen | Remchingen-Nöttingen | Remchingen-Singen | Remlingen | Remlingen-Semmenstedt | Remptendorf | Remscheid | Remscheid-Lennep | Remse | Remseck | Remseck-Aldingen | Remshalden | Remshalden-Hebsack | Renchen | Rendsburg | Rendsburg-Eckernförde | Rengsdorf | Rennerod | Rennerod-Emmerichenhain | Rennertshofen | Renningen | Renzow | Reppenstedt | Rerik | Rethem | Rethwisch | Rettenbach | Rettenberg | Retterath | Rettigheim | Rettin | Reuden | Reute | Reutern | Reuth | Reutlingen | Reutlingen-Betzingen | Reutlingen-Gönningen | Reutlingen-Mittelstadt | Reutlingen-Ohmenhausen | Reutlingen-Sickenhausen | Reußenköge | Rhade | Rhauderfehn | Rhaunen | Rheda-Wiedenbrück | Rhede | Rhede-Krechting | Rhede-Vardingholt | Rhede/Ems | Rhein-Pfalz-Kreis | Rhein-Sieg-Kreis | Rheinau | Rheinbach | Rheinbach-Merzbach | Rheinbach-Oberdrees | Rheinberg | Rheinbreitbach | Rheinbrohl | Rheinböllen | Rheine | Rheinfelden | Rheinfelden- | Rheinhausen | Rheinland-Pfalz | Rheinmünster | Rheinsberg | Rheinstetten | Rheinstetten- | Rheinstetten-Mörsch | Rheisberg | Rhens | Rheurdt | Rhinow | Rhodt | Rhumspringe | Rhön-Grabfeld | Rhönblick | Ribbesbüttel | Ribnitz | Ribnitz- | Ribnitz-Damgarten | Richtenberg | Rickenbach | Rickensdorf | Ried | Riedbach | Riede | Riedelberg | Rieden | Riedenberg | Riedenburg | Riederich | Riedhausen | Riedlingen | Riedlingen-Daugendorf | Riedlingen-Teilort | Riedstadt | Riedstadt-Goddelau | Riegelsberg | Riekofen | Rielasingen | Rielasingen-Worblingen | Riemerling | Rieneck | Riepsdorf | Riesa | Rieseby | Rieste | Riesweiler | Rietberg | Riethnordhausen | Rietschen | Rietz-Neuendorf | Rietzneuendorf-Staakow | Rimbach | Rimbach/Albersbach | Rimpar | Rinchnach | Ringe | Ringfurth | Ringgau | Ringgau/OT | Ringsberg | Ringsheim | Ringstedt | Rinnthal | Rinteln | Rinzenberg | Rippershausen | Risum-Lindholm | Ritschenhausen | Ritterhude | Rittersdorf | Rivenich | Riveris | Rißtissen | Rochau | Rochlitz | Rockenberg | Rockenhausen | Roda | Rodalben | Rodeberg | Rodenbach | Rodenbek | Rodenberg | Rodewald | Rodewisch | Rodgau | Rodgau-Jügesheim | Roding | Roetgen | Roggenburg | Roggendorf | Roggenstorf | Roggentin | Rogätz | Rohlstorf | Rohr | Rohrbach | Rohrbach-Fahlenbach | Rohrdorf | Rohrenfels | Rohrsen | Rohrsheim | Roigheim | Roitham | Roitzschjora | Rolfsbüttel | Rollwitz | Rom | Rommerskirchen | Rommerskirchen-Sinsteden | Rondorf | Ronneburg | Ronnenberg | Ronnenberg-Empelde | Ronnenberg-Stadt | Ronsberg | Ronshausen | Rosbach | Rosbach-Rodheim | Rosche | Rosdorf | Rosenbach | Rosenberg | Rosendahl | Rosendahl-Holtwick | Rosenfeld | Rosenfeld- | Rosenfeld-Isingen | Rosengarten | Rosenhagen | Rosenheim | Rosenkopf | Rosenow | Rosenthal | Rosenthal-Bielatal | Rositz | Roskow | Rosow | Rossau | Rossau/Seifersbach | Rossbach | Rossdorf | Rossow | Rosswein | Rostock | Rostock-City | Rostock-Evershagen | Rostock-Gehlsdorf | Rot | Rotenburg | Rotenburg/Wümme | Roth | Rothemühl | Rothenberg | Rothenburg | Rothenburg/Oberlausitz | Rothenhain | Rothschwaige | Rott | Rottach-Egern | Rottach-Oberhof | Rottenacker | Rottenbach | Rottenburg | Rottenburg-Dettingen | Rotthalmünster | Rottmersleben | Rottweil | Rottweil-Feckenhausen | Roxheim | Roßbach | Roßdorf | Roßlau | Roßleben | Roßleben-Wiehe | Roßwein | Rubkow | Rubow | Rudersberg | Ruderting | Rudolstadt | Ruhla | Ruhland | Ruhmannsfelden | Ruhpolding | Ruhstorf | Ruhwinkel | Rullstorf | Rumbach | Runding | Runkel | Runkel-Schadeck | Runkel/ | Ruppach | Ruppach-Goldhausen | Ruppersdorf | Ruppertsecken | Ruppertshofen | Ruppertsweiler | Ruppichteroth | Ruschberg | Rust | Rutesheim | Rutesheim/Perouse | Ruthe | Ruthweiler | Rutsweiler | Ruttersdorf-Lotschen | Räbke | Ränkam | Rätzlingen | Röbel | Röbel/Müritz | Röblingen | Rödelhausen | Rödental | Rödental-Kipfendorf | Röderaue | Röderland | Rödermark | Rödersheim-Gonau | Rödersheim-Gronau | Rödibgahausen | Rödinghausen | Rödinghausen-Schwenningdorf | Rögling | Röhrmoos | Röhrnbach | Röllbach | Römerberg | Römerstein | Römhild | Rösrath | Rösrath-Forsbach | Rösrath-Stümpen | Rötgesbüttel | Rötha | Röthenbach | Rötsweiler-Nockenthal | Röttenbach | Röttingen | Rötz | Rübeland | Rübenach | Rückersdorf | Rüdersdorf | Rüdesheim | Rüdigershagen | Rüdnitz | Rügen | Rühen | Rühstädt | Rüllschau | Rülzheim | Rümmelsheim | Rümmer | Rümmingen | Rümpel | Rüscheid | Rüsselsheim | Rüsselsheim-Königstädten | Rüssingen | Rüthen | Rüthen-Kallenhardt | Rüthnick | Rüting | Sa | Saal | Saalburg | Saalburg-Ebersdorf | Saaldorf-Surheim | Saalfeld | Saalfeld/Saale | Saalstadt | Saarbrücken | Saarbrücken-Altenkessel | Saarbrücken-Burbach | Saarbrücken-Dudweiler | Saarbrücken-Klarenthal | Saarbrücken-Scheidt | Saarbrücken-Stadt | Saarburg | Saarburg-Hosteberg | Saarlouis | Saarlouis-Lisdorf | Saarlouis-Roden | Saarlouis-Steinrausch | Saarwellingen | Sabershausen | Sachsen | Sachsen-Anhalt | Sachsendorf | Sachsenhagen | Sachsenheim | Sachsenkam | Saerbeck | Saffig | Sagard | Sailauf | Salach | Salching | Saldenburg | Salem | Salem-Dargow | Salgen | Sallgast | Salm | Salzatal | Salzatal/OT | Salzbergen | Salzgitter | Salzgitter-Bad | Salzgitter-Beinum | Salzgitter-Bruchmachtersen | Salzgitter-Gebhardshagen | Salzgitter-Ringelheim | Salzgitter-Salder | Salzgitter/Salder | Salzhausen | Salzhemmendorf | Salzhemmendorf/Lauenstein | Salzkotten | Salzkotten-Scharmede | Salzmünde | Salzwedel | Salzweg | Samerberg | Samswegen | Samtens | Sandberg | Sande | Sandersdorf | Sandersdorf-Brehna | Sandersleben | Sandhagen | Sandhatten | Sandhausen | Sandkrug | Sangerhausen | Sanitz | Sankt | Sargenroth | Sargstedt | Sarmersbach | Sarnow | Sarow | Sarstedt | Sasbachwalden | Sassenberg | Sassenberg-Füchtorf | Sassenburg | Sassenburg/ | Sassnitz | Saterland | Saterland/Strücklingen | Satow | Satrup | Satteldorf | Sattelweiler | Satzung | Sauensiek | Sauerlach | Sauerthal | Sauldorf | Saulgau | Saulheim | Saupsdorf | Sauzin | Sayda | Schaafheim | Schaalby | Schacht-Audorf | Schackendorf | Schackensleben | Schafflund | Schafstedt | Schafstädt | Schalkau | Schalkenbach | Schalkenmehren | Schalkholz | Schalksmühle | Schallbach | Schallodenbach | Schallstadt | Schaprode | Scharbeutz | Scharbeutz-Klingberg | Scharbeutz/Ostsee | Scharbow | Scharfenstein | Scharnebeck | Schashagen | Schauenburg | Schauenburg- | Schauenburg-Elgershausen | Schauenstein | Schaumburg | Schauren | Schechingen | Scheden | Scheer | Scheeßel | Schefflenz | Scheggerott | Scheibenhardt | Scheidegg | Scheinfeld | Schelklingen | Schelldorf | Schellerten | Schellhorn | Schellroda | Schellweiler | Schemmerhofen | Schemmerhofen-Schemmerberg | Schenefeld | Schenkelberg | Schenkenberg | Schenkendöbern | Schenkenzell | Schenklengsfeld | Schermbeck | Schermbeck-Gahlen | Schermen | Schernfeld | Schernikau | Scherstetten | Scheuen | Scheuerfeld | Scheuring | Scheyern | Scheßlitz | Schieder | Schieder-Schwalenberg | Schierling | Schiesheim | Schiffdorf | Schiffdorf-Spaden | Schiffdorf/ | Schifferstadt | Schiffweiler | Schildau | Schildow | Schillingen | Schillingsfürst | Schillingstedt | Schiltach | Schimberg | Schindhard | Schinkel | Schipkau | Schirgiswalde | Schirgiswalde-Kirschau | Schirnding | Schkeuditz | Schkopau | Schkölen | Schladen | Schladen-Werla | Schlagenthin-Genthin | Schlangen | Schlangen- | Schlangenbad | Schlangenbad-Georgenborn | Schlangenbad-Wambach | Schlangenbad/ | Schlat | Schlebusch | Schleching | Schlechtsart | Schlegel | Schleich | Schleid | Schleiden | Schleiden-Gemünd | Schleiden-Harperscheid | Schleiden-Oberhausen | Schleife | Schleiz | Schlemmin | Schlepzig | Schleswig | Schlettau | Schleusegrund | Schleusingen | Schleusingen/ | Schleusingerneundorf | Schlieben | Schliengen | Schliengen-Obereggenen | Schlier | Schlierbach | Schliersee | Schlipsheim | Schlitz | Schlitz-Üllershausen | Schlotheim | Schlowe | Schloß | Schloßböckelheim | Schluchsee | Schlöben | Schlüchtern | Schlüsselfeld | Schmalbach | Schmalensee | Schmalkalden | Schmallenberg | Schmatzhausen | Schmelz | Schmelz-Michelbach | Schmerbach | Schmerz | Schmidgaden | Schmidmühlen | Schmiedeberg | Schmiedefeld | Schmitshausen | Schmitt | Schmitten | Schmitten-Arnoldshain | Schmitten-Oberreifenberg | Schmittweiler | Schmon | Schmölln | Schmölln-Putzkau | Schnackenburg | Schnaittach | Schnaittenbach | Schnakenbek | Schneckenlohe | Schneeberg | Schnega | Schnellbach | Schneppenbach | Schneverdingen | Schobüll | Scholderup | Schollene | Schonach | Schondorf | Schondra | Schongau | Schonungen | Schopfheim | Schopfloch | Schopp | Schorfheide | Schorndorf | Schorndorf-Schornbach | Schorndorf-Weiler | Schornsheim | Schorssow | Schortens | Schortens-Heidmühle | Schortens-Middelsfähr | Schortens-Sillenstede | Schortens/Sillenstede | Schossin | Schotten | Schramberg | Schramberg-Sulgen | Schramberg-Waldmössingen | Schraplau | Schriesheim | Schriesheim-Altenbach | Schrobenhauen | Schrobenhausen | Schrobenhausen-Mühlried | Schrozberg | Schröding | Schuld | Schulzendorf | Schuttertal-Dörlinbach | Schutz | Schwaan | Schwabach | Schwabenheim | Schwabhausen | Schwabmünchen | Schwabstedt | Schwaig | Schwaigern | Schwaikheim | Schwalbach | Schwalbach-Hülzweiler | Schwallbach | Schwalmstadt | Schwalmstadt-Treysa | Schwalmtal | Schwalmtal-Waldniel | Schwanau | Schwandorf | Schwanebeck | Schwanewede | Schwanewede-Neuenkirchen | Schwanfeld | Schwangau | Schwanheim | Schwanstetten | Schwarme | Schwarmstedt | Schwartbuck | Schwarz | Schwarzach | Schwarzatal-Mellenbach | Schwarzen | Schwarzenbach | Schwarzenbach/Saale | Schwarzenbach/Wald | Schwarzenbek | Schwarzenberg | Schwarzenberg-Erla | Schwarzenberg/Erz. | Schwarzenborn | Schwarzenbruck | Schwarzenfeld | Schwarzheide | Schwarzwald-Baar-Kreis | Schwebheim | Schwedelbach | Schwedt | Schwedt/Oder | Schwegenheim | Schweich | Schweigen-Rechtenbach | Schweighofen | Schweindorf | Schweinfurt | Schweinitz | Schweisweiler | Schweitenkirchen | Schwelm | Schwendi | Schwendi-Schönebürg | Schwenningen | Schwentinental | Schwentinetal | Schweppenhausen | Schwerin | Schwerin-Neumühle | Schwerin-Wickendorf | Schweringen | Schwerte | Schwesing | Schwetzingen | Schwichtenberg | Schwieberdingen | Schwielochsee | Schwielochsee-Jessern | Schwielowsee | Schwienau | Schwifting | Schwindegg | Schwinge | Schwoitsch | Schwollen | Schwäbich | Schwäbisch | Schwärzelbach | Schwülper | Schäftlarn | Schäftlarn-Ebenhausen | Schöffengrund | Schöfweg | Schöllkrippen | Schöllnach | Schömberg | Schömberg-Langenbrand | Schömberg-Schörzingen | Schömerich | Schönaich | Schönau | Schönau-Berzdorf | Schönbach | Schönberg | Schönberger | Schönborn | Schönborn-Dreiwerden | Schönbrunn | Schönbrunn-Moosbrunn | Schöndorf | Schönebeck | Schöneberg | Schöneberg/ | Schönebürg | Schöneck | Schöneck-Büdesheim | Schöneck/Vogtland | Schönefeld | Schöneiche | Schönenberg-Kübelberg | Schönermark | Schönewalde | Schönfeld | Schönfließ | Schöngeising | Schönhausen | Schönheide | Schöningen | Schönkirchen | Schönow | Schönsee | Schönstedt | Schöntal | Schönwald | Schönwalde | Schönwalde-Glien | Schönwölkau | Schöppenstedt | Schöppenstedt-Schliestedt | Schöppingen | Schörzingen | Schülldorf | Schüller | Schülp | Schürdt | Schüttorf | Sebnitz | Seck | Seckach | Seddiner | Sedelsberg | Seebad | Seebenau | Seebruck | Seeburg | Seedorf | Seefeld | Seeg | Seega | Seegebiet | Seehausen | Seeheim | Seeheim-Jugenheim | Seeheim-Jugenheim/OT | Seehof | Seeland | Seelbach | Seelen | Seelingstädt | Seelitz | Seelow | Seelse | Seelze | Seeon-Roitham | Seesen | Seesen-Mechtshausen | Seesen-Rhüden | Seeshaupt | Seeth | Seevetal | Seevetal-Maschen | Seewald | Seewald-Besenfeld | Segeberg | Segeletz | Seggebruch | Sehlem | Sehlen | Sehlendorf | Sehmatal | Sehmatal-Sehma | Sehnde | Sehnde-Klein | Seibersbach | Seiffen | Seifhennersdorf | Seinsfeld | Seitingen- | Seitingen-Oberflacht | Selb | Selbitz | Selent | Selfkant | Selfkant-Millen | Seligenstadt | Selke-Aue | Sellin | Selm | Selm-Bork | Selm-Cappenberg | Selmsdorf | Selsingen | Selters | Selters-Niederselters | Selters-Ortsteil | Selters/ | Selzen | Sembach | Semlow | Semmenstedt | Senden | Sendenhorst | Senftenberg | Sengenthal | Senheim | Sensweiler | Senzig | Sereetz | Serrig | Sersheim | Sessenbach | Seth | Setzingen | Seubersdorf | Seukendorf | Seulingen | Sevelen | Sexau | Seybothenreuth | Seyda | Sibbesse | Siberatsweiler | Sickingen | Sickte | Siebeldingen | Siebenbäumen | Siebenmorgen | Siedenbollentin | Siedenbrünzow | Siedenburg | Siefersheim | Siegbach | Siegbach-Oberndorf | Siegburg | Siegelbach | Siegen | Siegen-Mudersbach | Siegenburg | Siegsdorf | Siegsdorf-Hammer | Siek | Sielenbach | Sielow | Sien | Sierksdorf | Sierksrade | Sietow | Sievershütten | Sigmaringen | Sigmaringen-Jungnau | Sigmaringendorf | Sigmarszell | Silberstedt | Sillerup | Simbach | Simmelsdorf | Simmerath | Simmerath-Hammer | Simmerath-Rurberg | Simmerath-Strauch | Simmern | Simmern/Hunsrück | Simmersfeld | Simmozheim | Simonsberg | Simonswald | Sindelfingen | Sindringen-Forchtenberg | Singen | Singhofen | Sinn | Sinntal | Sinntal-Jossa | Sinsheim | Sinsheim-Ehrstädt | Sinsheim-Eschelbach | Sinspelt | Sinzheim | Sinzig | Sinzing | Sippersfeld | Sittensen | Sitters | Soderstorf | Soest | Sohland | Sohren | Sohrschied | Solingen | Solingen-Dorp | Solingen-Ohligs | Sollerup | Solln | Sollstedt | Sollwitt | Solms | Solms-Oberbiel | Solnhofen | Soltau | Soltendieck | Sommerfeld | Sommerland | Sommersdorf | Sommersdorf-Marienborn | Sondershausen | Sonneberg | Sonnefeld | Sonnen | Sonnenberg | Sonnenbühl-Genkingen | Sonnenschied | Sonnewalde | Sonsbeck | Sontheim | Sonthofen | Sontra | Sophienhamm | Sophienhof | Sottrum | Soyen | Soßmar | Spabrücken | Spahnharrenstätte | Spaichingen | Spalt | Spalt-Großweingarten | Spangdahlem | Spangenberg | Spantekow | Spardorf | Sparneck | Spay | Spechbach | Speicher | Speichersdorf | Spelle | Spenge | Spesbach | Spessart | Speyer | Spiegelau | Spiegelberg | Spiesen | Spiesen- | Spiesen-Elversberg | Spiesheim | Sponheim | Spornitz | Spraitbach | Sprakensehl | Spree-Neiße-Dissen-Striesow | Spreetal | Spremberg | Sprendlingen | Springe | Springe-Völksen | Sprockhövel | St | St. | St.Ingbert | St.Ingbert-Rohrbach | St.Katharinen | St.Leon-Rot | St.Wendel | Stade | Stade-Wiepenkathen | Stadland | Stadland-Norderschwei | Stadtallendorf | Stadtbergen | Stadthagen | Stadthagen-Krebshagen | Stadtilm | Stadtkyll | Stadtland | Stadtlauringen | Stadtlohn | Stadtlohn-Wenningfeld | Stadtoldendorf | Stadtroda | Stadtsteinach | Stadtverband | Stadum | Stahlberg | Stahlhofen | Stahnsdorf | Stahringen | Staig | Staig-Steinberg | Stammbach | Stammham | Stapel | Stapelfeld | Starkenberg | Starkenburg | Starnberg | Starzach | Starzach-Wachendorf | Stassfurt | Staucha | Staudernheim | Staufen | Staufenberg | Staufenberg-Daubringen | Staufenberg-Spiekershausen | Stavenhagen | Stavern | Staßfurt | Staßfurth | Stederdorf | Stedesand | Stedten | Steffenberg | Steffenshagen | Stegaurach | Stegen | Steigen | Steigra | Steimel | Steimke | Stein | Steinach | Steinau | Steinau-Marborn | Steinbach | Steinbach-Hallenberg | Steinberg | Steinbergkirche | Steinburg | Steindorf | Steinebach | Steinebach/Wörthsee | Steinefrenz | Steinen | Steinen-Lehnacker | Steinenbronn | Steinenstadt | Steineroth | Steinfeld | Steinfurt | Steinfurt-Borghorst | Steingaden | Steinhagen | Steinhagen-Brockhagen | Steinhagen-Zentrum | Steinhausen | Steinheid | Steinheim | Steinheim- | Steinheim-Sandebeck | Steinhorst | Steinhude | Steinhöfel | Steinhöring | Steinigtwolmsdorf | Steiningen | Steinkirchen | Steinmauern | Steinpleis | Steinthaleben | Steinweiler | Steinwenden | Steinwiesen | Stelle | Stelzenberg | Stemshorn | Stemwede | Stendal | Stephanskirchen | Steppach | Sternberg | Sternebeck | Sternenfels | Sterup | Stetten | Stettfeld | Steutz | Steyerberg | Stipshausen | Stockach | Stockdorf | Stockelsdorf | Stockheim | Stockstadt | Stockum-Püschen | Stoetze | Stolberg | Stolberg-Donnerberg | Stolk | Stollberg | Stolpe | Stolpen | Stolzenau | Stolzenhagen | Storbeck-Frankendorf | Storkow | Straelen | Straeten | Strahwalde | Stralendorf | Stralsund | Strasburg | Straubehardt-Conweiler | Straubenhardt | Straubing | Straufhain/Linden | Straupitz | Strausberg | Straußfurt | Straußhof | Straßberg | Straßenhaus | Straßkirchen | Straßlach | Straßlach-Dingharting | Strehla | Streithausen | Striegistal | Stromberg | Strotzbüsch | Struckum | Strullendorf | Struppen | Struxdorf | Ströbeck | Stubben | Stuer | Stuhr | Stuhr-Heiligenrode | Stuhr-Neukrug | Stutensee | Stutensee- | Stuttgart | Stuttgart- | Stuttgart-Degerloch | Stuttgart-Vaihingen | Stuttgart-Zazenhausen | Stuttgart_Plieningen | Stuvenborn | Stätzling | Stöckse | Stödtlen | Stönitz | Stößen | Stüde | Stüdenitz | Stüdenitz-Schönermark | Stühlingen | Stützengrün | Suckow | Suderburg | Sugenheim | Suhl | Suhlendorf | Sukow-Levitzow | Suldzorf | Sulingen | Sulmingen | Sulz | Sulzbach | Sulzbach-Laufen | Sulzbach-Rosenberg | Sulzbach/Murr | Sulzbach/Saar | Sulzfeld | Sulzheim | Sundern | Sundhagen | Surberg | Surwold | Sustrum | Swistal-Odendorf | Swisttal | Swisttal-Buschhoven | Swisttal-Odendorf | Syke | Syke-Barrien | Sylt | Sylt-Ost | Sylt/ | Sylt/Archsum | Sylt/OT | Syrau | Syrgenstein | Sächsische | Söchtenau | Sögel | Söhlde | Söhrewald | Sölden | Sömmerda | Sörup | Sötern | Südbrookmerland | Süderbrarup | Süderdeich | Süderende | Süderfahrenstedt | Südergellersen | Süderhackstedt | Süderhastedt | Süderheistedt | Süderholz | Süderlügum | Süderstapel | Südharz | Südkirchen | Südliches | Südlohn | Südlohn-Oeding | Südwinsen | Sülfeld | Sülzetal | Süplingen | Süpplingenburg | Süsel | Süsterseel | Süttorf | Süßen | Taarstedt | Taben-Rodt | Tacherting | Talhausen | Talheim | Talkau | Talling | Tambach | Tamm | Tamm-Hohenstange | Tandern | Tangerhütte | Tangermünde | Tangstedt | Tann | Tanna | Tanne | Tannenberg | Tantow | Tapfheim | Tappenbeck | Tarmstedt | Tarnow | Tarp | Tarthun | Tastrup | Tating | Taubenheim | Tauberbischofsheim | Taucha | Tauche | Tauer | Taufkirchen | Taufkirchen/ | Taunusstein | Taunusstein-Hahn | Taunusstein-Wehen | Taura | Tautenhain | Techentin | Tecklenburg | Tecklenburg-Stadt | Tegernheim | Tegernsee | Teichwitz | Teisendorf | Teising | Teisnach | Telgte | Tellig | Tellingstedt | Teltow | Teltow-Fläming-Blankenfelde-Mahlow | Temmen-Ringenwalde | Temnitzthal | Templin | Tengen | Teningen | Teningen-Nimburg | Tennenlohe | Tensbüttel-Röst | Tespe | Tessenow | Tessin | Testorf-Steinfort | Tetenbüll | Tetenhusen | Teterow | Tettau | Tettenweis | Tettnang | Teublitz | Teuchern | Teunz | Teupitz | Teuschnitz | Teutschenthal | Teutschenthal/Angersdorf | Tewswoos | Teßmannsdorf | Thaden | Thaining | Thale | Thaleischweiler | Thaleischweiler-Fröschen | Thalfang | Thalfang-Bäsch | Thalhausen | Thalheim | Thalheim/Erzgebirge | Thallwitz | Thalmassing | Thalmässing | Thannhausen | Thanstein | Tharandt | Thekla | Themar | Theres | Thiede | Thierhaupten | Thiersheim | Thierstein | Thiessow | Tholey | Tholey-Neipel | Thomasburg | Threna | Thum | Thumby | Thundorf | Thurmansbang | Thyrnau | Thüngen | Thüngersheim | Thüringen | Tiddische | Tiefenbach | Tiefenbach-Ast | Tiefenbronn | Tiefenbronn- | Tiefenbronn-Lehningen | Tiefenort | Tiefensee | Tiefenthal | Tielen | Tierhaupten | Timmendorfer | Timmenrode | Tinnum | Tirpersdorf | Tirschenreuth | Titisee-Neustadt | Titting | Tittling | Tittmoning | Titz | Titz-Ameln | Todenbüttel | Todendorf | Todenroth | Todesfelde | Todtenweis | Todtmoos | Todtnau | Tolk | Tollwitz | Tonna | Toppenstedt | Torgau | Torgelow | Tornesch | Tostedt | Tosterglope | Traben | Traben-Trabach | Traben-Trarbach | Trabitz | Train | Traitsching | Tralau | Tramm | Trappenkamp | Trassem | Trassenheide | Trauchgau | Traumhaftes | Traunreut | Traunstein | Traunwalchen | Trautskirchen | Travemünde | Travenbrück | Traventhal | Trebbichau | Trebbin | Trebel | Treben | Trebendorf | Trebgast | Trebsen | Trebsen/Mulde | Trebur | Trebur-Astheim | Trechtingshausen | Treffelstein | Treffurt | Treffurt/OT | Treia | Treis-Karden | Tremsbüttel | Tremsdorf | Trendelburg | Trennewurth | Trent | Treseburg | Treuchtlingen | Treuen | Treuenbrietzen | Triberg | Tribseer | Tribsees | Triefenstein | Trier | Trier-Irsch | Trierweiler | Triftern | Trillfingen | Trimbs | Trinum | Trippstadt | Trittau | Trittenheim | Trochtelfingen | Trochtelfingen-Steinhilben | Trogen | Troisdorf | Troisdorf-Bergheim | Troisdorf-Sieglar | Trossin | Trossingen | Trostberg | Trulben | Trusetal | Tröndel | Tröstau | Tschernitz | Tschirn | Tucheim | Tuchenbach | Tuningen | Tuntenhausen | Turnow-Preilack | Tussenhausen | Tutow | Tuttlingen | Tutzing | Tutzingen | Twedt | Twist | Twistringen | Töging | Tönisvorst | Tönning | Töpchin | Töpen | Tübingen | Tüddern | Tülau | Tülau-Voitze | Türkenfeld | Türkheim | Türkheim-Irsingen | Tüßling | Ubstadt-Weiher | Uchte | Uckerfelde | Uckerland | Udenheim | Udler | Uebigau | Uebigau-Wahrenbrück | Uebigau-Warenbrück | Uecker-Randow | Ueckermünde | Uedem | Uehlfeld | Uehrde | Uelitz | Uelsen | Uelversheim | Uelvesbüll | Uelzen | Uelzen-Veerssen | Uersfeld | Uetersen | Uettingen | Uetze | Uetze-Dollbergen | Uffenheim | Uffing | Uhingen | Uhldingen | Uhldingen-Mühlhofen | Uhler | Uhlstädt-Kirchhasel | Uichteritz | Ulm | Ulm-Eggingen | Ulmen | Ulmet | Ulrichstein | Ulrichstein/Helpershain | Ulsnis | Umkirch | Ummanz | Ummendorf | Ummern | Undeloh | Undenheim | Undorf | Unkel | Unna | Unnau | Unterbreizbach | Unterdietfurt | Unterdießen | Unteregg | Untereisesheim | Unterensingen | Untereurach | Unterföhring | Untergiesing-Harlaching | Untergriesbach | Untergruppenbach | Untergöhren | Unterhaching | Unterkirnach | Unterloquitz | Unterlüss | Unterlüß | Untermeitingen | Untermeitingen/Lagerlechfeld | Untermünkheim | Unterneukirchen | Unterpfaffenhofen | Unterriexingen | Unterschleißheim | Unterschneidheim | Untersiemau | Unterspreewald | Unterthingau | Unterwössen | Untrasried | Unzenberg | Upahl | Upgant-Schott | Uphusum | Uplengen | Urbach | Urbach/ | Urbar | Urmersbach | Ursberg | Urspringen | Usedom | Usingen | Uslar | Ustersbach | Utecht | Utersum | Uthleben | Uthlede | Uthmöden | Utscheid | Uttenreuth | Uttenweiler | Utting | Uttlau | VG | VS-Schwenningen | VS-Weigheim | Vachdorf | Vahlbruch | Vahlde | Vaihingen | Vaihingen/Enz | Vallendar | Valley | Valluhn | Varel | Vastorf | Vaterstetten | Vaterstetten-Baldham | Vechelde | Vechelde-Liedingen | Vechta | Veckenstedt | Vehlefanz | Vehlow | Veitsbronn | Veitshöchheim | Velbert | Velburg | Velden | Veldenz | Velgast | Vellahn | Vellberg | Vellmar | Velpke | Velpke-Meinkot | Velten | Veltheim | Vendersheim | Vennikel | Verchen | Verden | Veringenstadt | Verl | Versmold | Vetschau | Vettelschoß | Vettweiss | Vettweiß | Victorbur | Viechtach | Vielbach | Vielbaum | Vielist | Vielitz | Vienau | Vienenburg | Vienenburg-Weddingen | Viereck | Vieregge | Viereth | Vierhausen | Vierherrenborn | Vierkirchen | Vierlinden | Vierlinden/OTNeutempel | Viernheim | Viersen | Vilgertshofen | Vilingen | Villenbach | Villingen | Villingen-Schwenningen | Villingendorf | Villmar | Villmar-Aumenau | Villmar-Weyer | Villmar/ | Vilsbiburg | Vilseck | Vilsheim | Vilshofen | Vinningen | Vipperow | Virneburg | Visselhövede | Vitzenburg | Viöl | Vlotho | Voerde | Voerde-Spellem | Vogach | Vogelsdorf | Vogt | Vogtsburg | Vohburg | Vohburg-Ortsteil | Vohenstrauß | Voigtsdorf | Voigtstedt | Volkenschwand | Volkertshausen | Volkesfeld | Volkmarsen | Vollersode | Vollerwiek | Volsemenhusen | Volxheim | Vorbach | Vorbeck | Vorderweidenthal | Vordorf | Vorsfelde | Vorwerk | Vossenack | Vreden | Vrees | Vögelsen | Vöhl | Vöhl-Buchenberg | Vöhrenbach | Vöhringen | Völkersbach | Völklingen | Völkshagen | Völpke | Völschow | Vörstetten | Waabs | Waakirchen | Wabern | Wachau | Wachenheim | Wachenroth | Wachtberg | Wachtberg-Ließem | Wachtberg-Pech | Wachtberg-Villiprott | Wachtendonk | Wackernheim | Wackerow | Wackersdorf | Waddeweitz | Wadern | Wadern-Wadrill | Wadersloh | Wadgassen | Wadgassen-Differten | Wadgassen-Werbeln | Waffenbrunn | Wagenfeld | Waghäusel | Waghäusel-Kirrlach | Waghäusel-Wiesental | Waging | Wahlen | Wahlheim | Wahlitz | Wahlstedt | Wahrenholz | Waiblingen | Waibstadt | Waibstadt-Daisbach | Waidhofen | Waigandshain | Waischenfeld | Wakendorf | Walchum | Wald | Wald-Michelbach | Waldachtal | Waldachtal-Salzstetten | Waldalgesheim | Waldaschaff | Waldau | Waldbreitbach | Waldbronn | Waldbrunn | Waldbrunn-OT | Waldbröl | Waldbunn | Waldburg | Waldböckelheim | Walddorfhäslach | Waldeck | Waldems | Waldenbuch | Waldenburg | Waldersee | Waldershof | Waldesch | Waldfeucht | Waldfeucht-Hontem | Waldfischbach-Burgalben | Waldhambach | Waldhausen | Waldheim | Waldhufen | Waldkappel | Waldkappel-Hartmutsachsen | Waldkirch | Waldkirchen | Waldkraiburg | Waldleiningen | Waldmohr | Waldmünchen | Waldniel-Ungerath | Waldorf | Waldrach | Waldrohrbach | Waldsee | Waldshut | Waldshut-Tiengen | Waldsieversdorf | Waldsolms | Waldsteinberg | Waldstetten | Waldweiler | Walheim | Walkendorf | Walkenried | Walkertshofen | Wallau | Walldorf | Walldürn | Walle | Wallenborn | Wallenfels | Wallenhorst | Wallerfangen | Wallerfangen-Gisingen | Wallerfangen-Kerlingen | Wallersdorf | Wallerstein | Wallertheim | Wallgau | Wallhalben | Wallhausen | Wallmenroth | Wallmerod | Wallsbüll | Wallscheid | Wallstawe | Walluf | Walluf-Oberwalluf | Wallwitz | Walmerod | Walow | Walpertskirchen | Walsheim | Walsleben | Walsrode | Waltenhofen | Walternienburg | Walterschen | Waltersdorf | Waltershausen | Waltrop | Walzbachtal | Walzbachtal-Jöhlingen | Wandersleben | Wanderup | Wandlitz | Wanfried | Wang | Wangelnstedt | Wangen | Wangerland | Wangerland/ | Wangerland/Tettens | Wangerooge | Wankendorf | Wanna | Wanngen | Wannweil | Wanzleben | Wanzleben-Börde | Wapelfeld | Warberg | Warbsen | Warburg | Warburg- | Wardenburg | Wardow | Waren | Waren-Müritz | Warendorf | Warin | Warlitz | Warmensteinach | Warmsroth | Warnau | Warnemünde | Warnow | Warpe | Warstein | Warstein- | Wartenberg | Warthausen | Wartmannsroth | Wartmannsroth-OT | Wasbek | Wasbüttel | Wasenbach | Wassenberg | Wassenberg-Myhl | Wasserburg | Wasserkoog | Wasserlosen | Wasungen | Wathlingen | Wattenbek | Wattenheim | Watzerath | Wawern | Waxweiler | Webelsfelde | Wechselburg | Wedderstedt | Weddingstedt | Wedel | Wedel-Schulau | Wedemark | Wedemark-Brelingen | Wedendorf | Weener | Weeze | Wefensleben | Weferlingen | Wegberg | Wegberg-Arsbeck | Wegberg-Beeck | Wegberg-Dalheim | Wegberg-Klinkum | Wegeleben | Weggun | Wehingen | Wehr | Wehretal | Wehrheim | Wehrheim-Obernhain | Wehringen | Weida | Weiden | Weidenbach | Weidenberg | Weidenhahn | Weidenstetten | Weidenthal | Weidhausen | Weiding | Weiersbach/Daun | Weikersheim | Weil | Weilar | Weilbach | Weilburg | Weilburg- | Weilburg-Hirschhausen | Weiler | Weiler-Simmerberg | Weilerbach | Weilerswist | Weilheim | Weilheim-Bannholz | Weilimdorf | Weilmünster | Weilmünster- | Weilmünster-Laubuseschbach | Weilmünster/ | Weilrod | Weilrod-Alweilnau | Weilrod-Riedelbach | Weiltingen | Weimar | Weimar/ | Weinbach | Weinbach-Blessenbach | Weinbach-Edelsberg | Weinbergen | Weinböhla | Weingarten | Weinheim | Weinheim-Sulzbach | Weinolsheim | Weinsberg | Weinsheim | Weinstadt | Weinstadt-Beutelsbach | Weinähr | Weira | Weischlitz | Weisdin | Weisel | Weisen | Weisenbach | Weisendorf | Weisenheim | Weiskirchen | Weiskirchen-Weierweiler | Weismain | Weissach | Weissach-Flacht | Weissenstadt | Weitendorf | Weitersborn | Weitersburg | Weiterstadt | Weiterstadt-Gräfenhausen | Weitersweiler | Weitnau | Weitramsdorf | Weißandt-Gölzau | Weißbach | Weißdorf | Weißenberg | Weißenborn | Weißenborn-Rambach | Weißenburg | Weißenfels | Weißenfels/OT | Weißenhorn | Weißensee | Weißenstadt | Weißenthurm | Weißwasser | Welden | Welle | Wellen | Wellendingen | Wellheim | Wellheim-Konstein | Wellsee | Welmbüttel | Welschbillig | Welschingen | Welschneudorf | Welsleben | Welt | Weltersburg | Welver | Welzheim | Welzow | Wemding | Wemmetsweiler | Wendeburg | Wendehausen | Wendelsheim | Wendelstein | Wenden | Wendener | Wendisch | Wendlingen | Wendtorf | Wenkheim | Wennigsen | Wenningstedt | Wenningstedt-Braderup | Wensin | Wentorf | Wentow | Wenzenbach | Wenzendorf | Wenzendorf-Dierstorf | Wenzlow | Werbach-Niklashausen | Werda | Werdau | Werder | Werder/ | Werder/Havel | Werdohl | Werdum | Werl | Werl-Hilbeck | Werlaburgdorf | Wermelskirchen | Wermsdorf | Wernau | Wernberg-Köblitz | Wernburg | Werne | Wernersberg | Werneuchen | Wernfels | Wernigerode | Werningshausen | Wernitz | Werpeloh | Werra-Suhl-Tal | Werra-Suhl-Tal/OT | Wershofen | Wertach | Wertheim | Wertheim-Lindelbach | Werther | Wertingen | Wertingen-Gottmannshofen | Wesel | Wesel- | Weselberg | Weselsdorf | Wesenberg | Wesendorf | Wesermarsch | Wesertal-Heisebeck | Wesselburen | Wesseling | Wesseling-Urfeld | Wesseln | Westendorf | Westensee | Wester-Ohrstedt | Westerbergen | Westerburg | Westerdeichstrich | Westeregeln | Westergellersen | Westerheim | Westerhever | Westerholt | Westerholz | Westerhorn | Westerkappeln | Westerland | Westermoor | Westermoordorf | Westerngrund | Westernohe | Westerrade | Westerrönfeld | Westerstde | Westerstede | Westerstede-Ocholt | Westervesede | Westerweyhe | Westfeld | Westhausen | Westheim | Westhofen | Westoverledingen | Wethau | Wettenberg | Wettenbostel | Wetter | Wetterzeube | Wettin | Wettin-Löbejün | Wettmershagen | Wettringen | Wettringen-Haddorf | Wettrup | Wettstetten | Wetzlar | Wetzlar-Naunheim | Wetzlar-Steindorf | Wewelsfleth | Weyer | Weyerbusch | Weyhausen | Weyhe | Weyhe-Leeste | Weßling | Wickede | Wickendorf | Wickerstedt | Widdern | Widdersdorf | Wiebelskirchen | Wiebelskirchen-Neunkirchen | Wieck | Wied | Wieda | Wiedemar | Wiedensahl | Wiedergeltingen | Wiefelstede | Wiehe | Wiehl | Wiehl-Bielstein | Wiek | Wielenbach | Wiemersdorf | Wiemerstedt | Wienhausen | Wienhausen-Oppershausen | Wienrode | Wiepke | Wiernsheim | Wiernsheim-Iptingen | Wiernsheim-Pinache | Wiesau | Wiesbach | Wiesbaden | Wiesbaden-Bierstadt | Wiesbaden-Frauenstein | Wiesbaden-Igstadt | Wiesbaden-Sonnenberg | Wiesbaum | Wiesen | Wiesenau | Wiesenaue | Wiesenbach | Wiesenburg | Wiesenburg/Mark | Wiesenena | Wiesengrund | Wiesensteig | Wiesenstetten | Wiesent | Wiesentheid | Wiesloch | Wiesloch-Baiertal | Wiesmoor | Wiesoppenheim | Wiesthal | Wiesweiler | Wietmarschen | Wietze | Wietzen | Wietzendorf | Wilburgstetten | Wildau | Wildberg | Wildberg-Effringen | Wildberg-Gültlingen | Wilde | Wildeck | Wildeck-Bosserode | Wildemann | Wildenfels | Wildenhain | Wildeshausen | Wildflecken | Wilgartswiesen | Wilhelmsburg | Wilhelmsdorf | Wilhelmsfeld | Wilhelmshaven | Wilhelmshaven-Aldenburg | Wilhelmshaven-Coldewei-Himmelreich | Wilhelmshaven-Heppens | Wilhelmshaven-Sengwarden | Wilhelmshaven-Voslapp | Wilhelmshorst | Wilhelmsthal | Wilhemsburg | Wilhermsdorf | Wilkau-Hasslau | Wilkau-Haßlau | Willanzheim | Willebadessen | Willich | Willich-Anrath | Willingen | Willingen-Bömighausen | Willingrade | Willingshausen | Willmenrod | Willmering | Willroth | Willstätt | Willstätt-Eckartsweier | Willstätt-Hesselhurst | Willwerscheid | Wilnsdorf | Wilnsdorf-Oberdielfen | Wilsche | Wilsecker | Wilstedt | Wilster | Wilthen | Wiltingen | Wimmelburg | Wimsheim | Wincheringen | Windach | Windach-Schöffelding | Windbergen | Windeck | Windeck-Langenberg | Windeck-Leuscheid | Windeck-Rieferath | Windeck-Wilberhofen | Winden | Windesheim | Windhagen | Windheim | Windischeschenbach | Windischleuba | Windorf | Wingst | Winhöring | Winkel | Winkelbach | Winkelhaid | Winkelmühle | Winkelsett | Winklarn | Winklarn/Schneeberg | Winnemark | Winnenden | Winnerath | Winnert | Winnigstedt | Winningen | Winnweiler | Winsen | Winsen-Aller | Winsen-Südwinsen | Winsen/Aller | Winsen/Luhe | Winterbach | Winterberg | Winterberg-Züschen | Winterborn | Winterburg | Winterfeld | Winterlingen | Winterlingen-Harthausen | Wintermoor | Wintersdorf | Wintersheim | Winterspelt | Winterswijk | Wintrich | Wintterbergg | Winzenheim | Winzer | Wipperfürth | Wippra | Wirdum | Wirges | Wirsberg | Wirscheid | Wisch | Wischer | Wischhafen | Wismar | Wissen | Wissingen | Wistedt | Witsum | Wittdün | Wittelshofen | Witten | Wittenbeck | Wittenberg | Wittenberge | Wittenborn | Wittenburg | Wittenburg/Körchow | Wittendörp | Wittenförden | Witterda | Wittgensdorf | Wittichenau | Wittighausen | Wittingen | Wittingen-Knesebeck | Wittislingen | Wittlich | Wittlingen | Wittmar | Wittmund | Wittstedt | Wittstock | Wittstock/ | Wittstock/Dosse | Witzenhausen | Witzhave | Witzin | Witzleben | Witzwort | Wißmannsdorf | Wißmar | Wobbenbüll | Woez | Wohlbach | Wohlde | Wohlenberg | Wohltorf | Wohratal | Wolde | Woldegk | Woldert | Wolfach | Wolfegg | Wolfen | Wolfenbüttel | Wolfersdorf | Wolferstedt | Wolfhagen | Wolfhagen-Altenhasungen | Wolframs-Eschenbach | Wolfratshausen | Wolfsburg | Wolfsburg-Detmerode | Wolfsburg-Ehmen | Wolfsburg-Reislingen | Wolfsburg-Wendschott | Wolfschlugen | Wolfshagen | Wolfstein | Wolgast | Wolkramshausen | Wollershausen | Wollin | Wolmirsleben | Wolmirstedt | Wolnzach | Wolpertshausen | Wolsdorf | Wolsfeld | Woltersdorf | Woltmershausen | Wonsheim | Worbis | Woringen | Worms | Worms-Neuhausen | Worms-Pfeddersheim | Worms-Wiesoppenheim | Worpswede | Wrangelsburg | Wrestedt | Wriedel | Wriezen | Wrisbergholzen | Wrist | Wrixum | Wrohm | Wulfen | Wulften | Wulkenzin | Wulsbüttel | Wunsiedel | Wunstorf | Wuppertal | Wurster | Wurzbach | Wurzen | Wusseken | Wust-Fischbeck | Wusterhausen | Wusterhausen/Dosse | Wusterhusen | Wustermark | Wusterwitz | Wustrow | Wustrow-Teplingen | Wutach | Wutach-Münchingen | Wutha-Farnroda | Wutöschingen | Wyk | Wächtersbach | Wäschenbeuren | Wöbbelin | Wöhrden | Wölfershausen | Wölfersheim | Wöllstadt | Wöllstein | Wölsickendorf-Wollenberg | Wölsreeg | Wörrstadt | Wört | Wörth | Wörthsee | Wülfrath | Wülknitz | Wünschendorf | Wünschendorf/Elster | Würrich | Würselen | Würzburg | Wüschheim | Wüstenrot | Wüstenselbitz | Xanten | Zabelsdorf | Zaberfeld | Zachow | Zadelsdorf | Zahna | Zahna-Elster | Zahne-Elster | Zaisenhausen | Zandt | Zapfendorf | Zappendorf | Zarnekow | Zarpen | Zarrendorf | Zarrentin | Zecherin | Zechin | Zechlinerhütte | Zedlitz | Zeesen | Zehdenick | Zehlendorf | Zehna | Zehnhausen | Zeil | Zeilarn | Zeiskam | Zeithain | Zeitlarn | Zeitz | Zell | Zell-Althaus | Zell-Merl | Zell-merl | Zella-Mehlis | Zellertal | Zeltingen-Rachtig | Zemitz | Zemmer | Zemmer-Rodt | Zempin | Zendscheid | Zenting | Zepernick | Zeppelinheim | Zerben | Zerbst | Zerbst/Anh. | Zerbst/Anhalt | Zerbst/OT | Zerf | Zernien | Zernitz-Lohm | Zerrenthin | Zeschdorf | Zetel | Zettemin | Zettlitz | Zeulenroda | Zeulenroda-Triebes | Zeuthen | Zeven | Zichow | Zickhusen | Ziegelheim | Ziegelrode | Ziegendorf | Ziegenrück | Zieko | Ziemetshausen | Zierenberg | Zierenberg- | Zierow | Ziertheim | Ziesar | Ziesendorf | Zillhausen | Zilly | Zilshausen | Zimmern | Zimmerschied | Zingst | Zinna | Zinnowitz | Zinnwald | Zinzenzell | Zirchow | Zirndorf | Zirndorf-BronnambergZirndorf | Zitta | Zittau | Zoppoten | Zorge | Zorneding | Zornheim | Zossen | Zossen/Dabendorf | Zschadraß | Zschaitz-Ottewig | Zschepplin | Zschepplitz | Zschopau | Zschorlau | Zudar | Zurow | Zusamaltheim | Zusammzell | Zusmarshausen | Zuzenhausen | Zwebendorf | Zweibrücken | Zweiflingen | Zwenkau | Zwickau | Zwiefalten | Zwiesel | Zwingenberg | Zwochau | Zwönitz | Zöblitz | Zölkow | Zörbig | Zörbig-Cösitz | Zöschen | Zöschingen | Zühlsdorf | Zülpich | Zülsdorf | Züsch | Züssow | baesweiler | bardowick | bei | berlin | bünde | castrop | cochem | coswig | deidesheim | delmenhorst | eberswalde | freiburg | friedrichsdorf | halfing | heide | hemer | hengen | herne | hockweiler | homburg | hunsrück | idstein/ | iserlohn | karlsruhe | kehl | kisdorf | kissing | knittlingen | köln | lebach | linde | lindow | meerbusch | mönchengladbach | neuenkirchen | neuenstadt | nienburg | nottuln | oberweißbach | oldenburg | paderborn | petershagen | remscheid | saarlouis | schlitz | schwalbach | sennfeld | sevelten | sinsheim | waldbronn | weickersgrüben | weiden | wismar | wolfsburg | wuppertal | zerf | zingst | zwenkau | zühlsdorf | Öbisfelde | Öhningen | Öhringen | Ölbronn | Ölbronn-Dürrn | Öpfingen | Östringen | Östringen-Odenheim | Östringen-Tiefenbach | Ötigheim | Ötisheim | Ötzingen | Übach | Übach-Palenberg | Überherrn | Überherrn-Felsberg | Überherrn-Wohnstadt | Überlingen | Üchtelhausen | Ückeritz | Üdersdorf | Ühlingen | Ühlingen-Berau | Ühlingen-Birkendorf | Ürzig | Üxheim | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| -0.070435 | 0.072008 | 0.025708 | 0.056665 | -0.067176 | -0.004152 | -0.002326 | 0.065420 | -0.069216 | 0.038972 | -0.007258 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.000998 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.004504 | NaN | NaN | NaN | NaN | -0.001833 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001165 | NaN | NaN | NaN | -0.003761 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.005840 | NaN | 0.003184 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001907 | NaN | NaN | -0.000197 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.006333 | 0.003184 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.004019 | -0.001749 | NaN | NaN | -0.003912 | -0.008643 | NaN | NaN | NaN | -0.004755 | NaN | NaN | NaN | 0.004270 | NaN | NaN | NaN | NaN | 0.005438 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.005332 | NaN | NaN | NaN | NaN | NaN | 0.013619 | -0.005256 | NaN | NaN | NaN | NaN | -0.004645 | NaN | 0.010378 | -0.003753 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004412 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.005256 | -0.000614 | 0.006732 | -0.003912 | NaN | NaN | NaN | -0.001760 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.010218 | NaN | -0.000739 | NaN | NaN | NaN | NaN | NaN | -0.000489 | NaN | -0.005268 | NaN | NaN | NaN | -0.006249 | 0.005956 | NaN | NaN | -0.006166 | 0.000342 | -0.007096 | NaN | NaN | 0.001014 | NaN | NaN | NaN | NaN | NaN | NaN | -0.002606 | NaN | NaN | NaN | NaN | -0.006333 | NaN | NaN | -0.005149 | NaN | -0.004671 | NaN | NaN | -0.006424 | NaN | NaN | NaN | NaN | NaN | -0.005873 | NaN | -0.001165 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.009697 | NaN | NaN | NaN | NaN | 0.001404 | -0.005598 | 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| NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.035719 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.058674 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.010122 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.012785 | NaN | NaN | NaN | NaN | -0.022756 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN 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| NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001017 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003341 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003312 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004624 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.006729 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.008053 | NaN | NaN | NaN | NaN | NaN | NaN | -0.011523 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002533 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.014946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003507 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004518 | NaN | NaN | 0.039321 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.016945 | 0.013745 | 0.000144 | -0.050174 | 0.030242 | 0.309946 | -0.016075 |
| Wohnflaeche (in m²) | 0.467444 | 0.763244 | 1.000000 | 0.078738 | -0.023292 | 0.010618 | 0.018925 | 0.019163 | 0.018694 | 0.003063 | -0.061240 | -0.021530 | -0.015324 | 0.012660 | -0.009871 | -0.003243 | -0.029154 | 0.052992 | -0.022262 | -0.045175 | -0.052317 | 0.050269 | 0.020788 | -0.006553 | 0.008586 | -0.051253 | -0.027780 | -0.045202 | 0.011679 | 0.025002 | 0.009497 | -0.030289 | 0.000985 | -0.018850 | -0.001209 | -0.045887 | -0.010927 | 0.047693 | 0.007041 | -0.030388 | -0.008427 | 0.019429 | -0.023497 | -0.006478 | 0.012231 | -0.012383 | -0.013710 | -0.024612 | 0.001294 | -0.020419 | 0.063185 | -0.027022 | -0.067579 | 0.038392 | -0.016824 | -0.009269 | 0.087563 | -0.069427 | -0.062624 | 0.095684 | -0.001113 | 0.022263 | 0.040458 | -0.009780 | 0.030842 | 0.003423 | 0.029278 | -0.000520 | 0.063506 | -0.056068 | 0.038973 | -0.179148 | -0.122060 | 0.370329 | -0.098102 | -0.147229 | 0.147119 | 0.018049 | -0.016916 | -0.045981 | -0.020612 | 0.010809 | 0.000032 | -0.027477 | -0.044817 | -0.046110 | -0.077521 | 0.010749 | -0.059696 | 0.011742 | -0.002589 | 0.037967 | 0.003773 | 0.007825 | -0.035516 | 0.078071 | -0.003945 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.000792 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.005998 | NaN | NaN | NaN | NaN | -0.003778 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001679 | NaN | NaN | NaN | -0.003466 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.009822 | NaN | -0.012350 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.023633 | NaN | NaN | 0.001365 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.000183 | 0.005347 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.009772 | 0.000923 | NaN | NaN | 0.003089 | -0.008071 | NaN | NaN | NaN | -0.000736 | NaN | NaN | NaN | 0.015302 | NaN | NaN | NaN | NaN | 0.034659 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002949 | NaN | NaN | NaN | NaN | NaN | 0.003743 | -0.006804 | NaN | NaN | NaN | NaN | -0.008287 | NaN | 0.043886 | 0.000923 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.007926 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.009772 | 0.010712 | 0.008389 | 0.003135 | NaN | NaN | NaN | -0.004248 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.006673 | NaN | 0.023626 | NaN | NaN | NaN | NaN | NaN | -0.000736 | NaN | 0.003499 | NaN | NaN | NaN | -0.000294 | 0.008887 | NaN | NaN | -0.002727 | 0.012764 | -0.004608 | NaN | NaN | 0.005347 | NaN | NaN | NaN | NaN | NaN | NaN | -0.002106 | NaN | NaN | NaN | NaN | -0.003502 | NaN | NaN | -0.003075 | NaN | -0.004442 | NaN | NaN | 0.004241 | NaN | NaN | NaN | NaN | NaN | 0.024704 | NaN | 0.008666 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001401 | NaN | NaN | NaN | NaN | -0.002371 | -0.007373 | NaN | NaN | NaN | 0.012920 | NaN | 0.050192 | NaN | 0.016049 | -0.002215 | -0.007318 | NaN | NaN | 0.007775 | 0.002760 | 0.003261 | 0.050083 | 0.005015 | NaN | -0.000533 | 0.005223 | 0.001476 | 0.000797 | NaN | 0.031460 | NaN | NaN | 0.021939 | -0.002949 | 0.011597 | 0.006520 | 0.058102 | 0.028752 | 0.035462 | 0.030348 | NaN | 0.028824 | 0.008088 | 0.012901 | 0.016356 | 0.030726 | 0.045896 | 0.063049 | 0.048784 | 0.067326 | 0.019789 | 0.025624 | 0.044336 | 0.022029 | 0.047551 | 0.035641 | 0.038450 | 0.016186 | 0.005224 | 0.065727 | 0.041694 | 0.002986 | 0.032394 | 0.011233 | 0.044792 | -0.005864 | -0.003814 | -0.004062 | 0.027850 | 0.009783 | -0.015370 | 0.008234 | 0.066530 | -0.011908 | 0.012232 | -0.013568 | -0.002137 | -0.008446 | 0.055769 | -0.001707 | -0.009615 | -0.008713 | -0.027527 | -0.017214 | -0.006285 | -0.026920 | -0.019909 | -0.033042 | -0.001966 | -0.000924 | -0.000628 | -0.000924 | -0.005870 | NaN | -0.005390 | -0.007933 | -0.006766 | -0.002619 | 0.026522 | -0.015423 | -0.017416 | -0.011307 | -0.012769 | 0.017865 | -0.014212 | -0.021927 | -0.021363 | 0.003537 | 0.006289 | 0.000182 | -0.003695 | 0.002152 | -0.026539 | -0.023299 | -0.013286 | -0.004194 | -0.016278 | -0.025603 | 0.003338 | 0.004358 | 0.001591 | -0.008274 | 0.043909 | -0.004983 | -0.001487 | 0.017293 | -0.029566 | -0.008384 | -0.009421 | -0.022024 | -0.008856 | -0.013110 | -0.003504 | -0.006781 | -0.006059 | -0.007560 | 0.000292 | -0.015675 | -0.013246 | -0.016819 | -0.005027 | 0.015464 | -0.008164 | -0.002439 | 0.005641 | -0.008872 | -0.014572 | -0.002741 | -0.020473 | -0.020225 | -0.000520 | -0.004791 | -0.020506 | -0.019345 | -0.014320 | -0.017197 | -0.011553 | 0.003260 | -0.015864 | -0.022810 | 0.011440 | -0.020627 | -0.004410 | -0.008163 | -0.006158 | 0.020302 | -0.006106 | 0.009555 | -0.026698 | -0.073484 | -0.004075 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003566 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.009284 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001035 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.012078 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.021657 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.030747 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.045829 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.012232 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.014916 | NaN | NaN | NaN | NaN | 0.012790 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.048832 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.010218 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.010077 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.009284 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.011377 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.000515 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.003625 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.012233 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.050654 | NaN | NaN | NaN | NaN | NaN | NaN | -0.001673 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.004050 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003367 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.014174 | NaN | NaN | -0.007399 | 0.044646 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.021037 | -0.026341 | NaN | NaN | -0.007198 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001968 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.012787 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.011959 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.012328 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.008657 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.020953 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.002534 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 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| NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004145 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001247 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002120 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.006158 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003066 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001455 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002977 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.010700 | NaN | NaN | NaN | NaN | NaN | NaN | -0.016441 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000108 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.024545 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.005310 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001958 | NaN | NaN | 0.037560 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.021977 | 0.026299 | 0.005028 | -0.054426 | 0.020052 | 0.235191 | -0.035830 |
| Grundstueck (in m²) | 0.060030 | 0.052932 | 0.078738 | 1.000000 | -0.010602 | -0.010563 | -0.019122 | -0.019022 | -0.019218 | -0.052210 | -0.029753 | 0.031708 | 0.001070 | 0.012526 | -0.005226 | 0.019590 | -0.008054 | 0.002176 | 0.004814 | -0.012230 | -0.016383 | 0.053702 | 0.001301 | 0.009419 | 0.000410 | 0.008138 | 0.015729 | -0.006696 | 0.011368 | -0.003940 | 0.000490 | 0.007746 | -0.002121 | -0.003989 | 0.005330 | -0.007626 | -0.006084 | 0.008071 | -0.002209 | -0.009390 | -0.001464 | -0.003806 | -0.004741 | 0.014124 | 0.034151 | -0.006522 | -0.007802 | 0.005212 | 0.006341 | -0.009129 | 0.004666 | 0.024543 | -0.006446 | 0.004565 | -0.000538 | -0.001345 | 0.007079 | 0.008212 | -0.003338 | 0.013057 | -0.008005 | 0.006595 | 0.019675 | -0.006405 | 0.022946 | -0.002654 | 0.005380 | 0.205004 | 0.050168 | 0.004455 | 0.015653 | -0.049229 | 0.032049 | -0.010502 | -0.035419 | -0.052363 | 0.066138 | 0.010519 | -0.015025 | -0.011278 | -0.014537 | -0.010896 | -0.005216 | 0.021626 | 0.001358 | 0.007795 | 0.007596 | 0.005091 | -0.029038 | -0.011761 | -0.011367 | 0.004936 | 0.001300 | -0.003531 | 0.016497 | 0.010807 | 0.038513 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002381 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002636 | NaN | NaN | NaN | NaN | -0.002451 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002423 | NaN | NaN | NaN | -0.000094 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002476 | NaN | -0.000584 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000904 | NaN | NaN | 0.000021 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001344 | 0.102745 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000834 | 0.028651 | NaN | NaN | -0.001016 | 0.001572 | NaN | NaN | NaN | -0.002398 | NaN | NaN | NaN | -0.001195 | NaN | NaN | NaN | NaN | -0.001034 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002345 | NaN | NaN | NaN | NaN | NaN | -0.002191 | 0.001323 | NaN | NaN | NaN | NaN | 0.016719 | NaN | -0.003756 | 0.001111 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001526 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.032410 | -0.000858 | -0.001807 | 0.003749 | NaN | NaN | NaN | -0.002523 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.001427 | NaN | -0.001769 | NaN | NaN | NaN | NaN | NaN | 0.000162 | NaN | 0.005782 | NaN | NaN | NaN | -0.000098 | 0.003053 | NaN | NaN | -0.001762 | -0.000845 | -0.002398 | NaN | NaN | 0.009376 | NaN | NaN | NaN | NaN | NaN | NaN | 0.003950 | NaN | NaN | NaN | NaN | -0.001807 | NaN | NaN | 0.000545 | NaN | 0.002479 | NaN | NaN | 0.000232 | NaN | NaN | NaN | NaN | NaN | -0.001540 | NaN | 0.005683 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000369 | NaN | NaN | NaN | NaN | -0.000554 | -0.001343 | NaN | NaN | NaN | -0.001804 | NaN | -0.003827 | NaN | 0.000418 | 0.021820 | -0.002240 | NaN | NaN | -0.003930 | -0.004751 | 0.000950 | 0.001580 | -0.001948 | NaN | -0.003146 | 0.001570 | -0.000014 | 0.033894 | NaN | -0.005245 | NaN | NaN | 0.000760 | -0.000823 | 0.028974 | -0.002038 | 0.012378 | -0.002047 | -0.000324 | -0.002075 | NaN | -0.003002 | -0.004318 | 0.001254 | -0.000973 | 0.009632 | -0.002744 | 0.000377 | 0.033310 | 0.005591 | -0.003221 | -0.000366 | -0.001067 | -0.002327 | -0.003401 | -0.004312 | 0.026343 | -0.005031 | 0.000332 | -0.004884 | 0.003722 | -0.006170 | -0.003592 | -0.000793 | -0.001164 | -0.000613 | 0.000654 | 0.005531 | 0.006775 | 0.016921 | -0.000673 | -0.002800 | 0.000846 | -0.000602 | 0.000307 | -0.005683 | -0.004117 | 0.000904 | -0.002414 | -0.001505 | -0.001602 | -0.002694 | 0.002962 | -0.001682 | -0.003208 | -0.004594 | 0.016861 | 0.004402 | -0.001719 | -0.000098 | -0.004911 | -0.000671 | -0.001631 | NaN | -0.002935 | -0.004043 | -0.004514 | -0.003142 | 0.126829 | -0.004877 | -0.000646 | -0.010565 | -0.003949 | 0.007619 | 0.004131 | 0.000936 | -0.007217 | -0.001824 | -0.004866 | 0.014515 | -0.004007 | -0.001092 | -0.002483 | 0.000689 | 0.000029 | -0.003153 | -0.000573 | -0.006255 | -0.005038 | 0.002706 | 0.001395 | 0.001821 | 0.003074 | -0.003335 | -0.004674 | 0.003978 | -0.001908 | -0.002496 | 0.000178 | -0.001848 | -0.003624 | 0.000117 | -0.003258 | 0.008599 | 0.038839 | 0.007404 | -0.001228 | -0.003732 | -0.002992 | -0.011431 | -0.002920 | -0.001300 | 0.003382 | 0.003709 | -0.000856 | -0.003475 | 0.008165 | 0.007676 | -0.008359 | -0.007821 | -0.001385 | 0.005707 | -0.005260 | -0.008240 | -0.005295 | -0.003513 | -0.003957 | -0.001118 | -0.009748 | -0.008230 | -0.000495 | -0.004814 | 0.005655 | -0.004718 | 0.000604 | -0.001725 | -0.006621 | -0.007348 | -0.011405 | -0.030676 | -0.011896 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002877 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.000901 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002938 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004890 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.014438 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.005411 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.013702 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.003303 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002291 | NaN | NaN | NaN | NaN | 0.003517 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.002328 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.002311 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002867 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004682 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.005837 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002411 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001460 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.003293 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.014163 | NaN | NaN | NaN | NaN | NaN | NaN | -0.004332 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.004449 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002791 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.002826 | NaN | NaN | 0.001502 | 0.001881 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.002810 | -0.005270 | NaN | NaN | -0.001197 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.004511 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 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| NaN | NaN | NaN | NaN | -0.015712 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.008107 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002074 | NaN | NaN | NaN | NaN | NaN 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| NaN | NaN | 0.029825 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.001052 | NaN | NaN | NaN | NaN | NaN | NaN | 0.012632 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.006039 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.004186 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.017439 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.002736 | NaN | NaN | 0.005017 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -0.075503 | -0.039935 | -0.044628 | -0.050937 | -0.059564 | -0.093261 | 1.000000 |
10055 rows × 10055 columns
In [26]:
# Replace all NaN with 0
x = y
y = y.replace([np.inf, -np.inf], np.nan)
In [27]:
xy = y.fillna(0)
In [28]:
# Only include correlations between two variables that are higher than 0.5.
m = (xy.mask(np.eye(len(xy), dtype=bool)).abs() > 0.5).any()
m
Out[28]:
Kaufpreis False
Anzahl_zimmer True
Wohnflaeche (in m²) True
Grundstueck (in m²) False
timetosell False
...
house_auction True
house_layout False
house_viewing False
multi_dwelling True
renovated False
Length: 10055, dtype: bool
In [29]:
raw = xy.loc[m, m]
raw
Out[29]:
| Anzahl_zimmer | Wohnflaeche (in m²) | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Analytic | Clout | Tone | Sixltr | ppron | i | affect | posemo | negemo | anger | social | family | friend | female | male | cogproc | discrep | tentat | differ | percept | see | hear | drives | affiliation | achieve | power | risk | focuspresent | focusfuture | leisure | home | relig | death | informal | swear | netspeak | nonflu | Mehrfamilienhaus | Wohnimmobilie (sonstige) | 1340 | Berlin | Eichstätt | München | garage | house_auction | multi_dwelling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Anzahl_zimmer | 1.000000 | 0.763244 | -0.023120 | -0.023687 | -0.023411 | -0.023952 | -0.022696 | -0.075630 | -0.010587 | 0.012753 | -0.001279 | 0.041358 | -0.019178 | -0.028065 | -0.043691 | -0.025780 | -0.036109 | 0.013452 | -0.020884 | 0.010513 | -0.019539 | -0.003678 | -0.046302 | -0.005883 | -0.033602 | -0.019512 | -0.021958 | -0.028869 | -0.012351 | -0.015615 | -0.005079 | 0.013187 | -0.021500 | 0.070434 | -0.051553 | 0.017435 | -0.016077 | -0.087808 | -0.071749 | -0.014051 | 0.049455 | 0.050700 | -0.021205 | 0.034734 | 0.043785 | 0.456395 | 0.026814 | -0.003682 | 0.003472 | -0.005289 | -0.052319 | 0.013745 | 0.000144 | 0.309946 |
| Wohnflaeche (in m²) | 0.763244 | 1.000000 | 0.010618 | 0.018925 | 0.019163 | 0.018694 | 0.003063 | -0.061240 | -0.015324 | 0.012660 | -0.003243 | 0.052992 | -0.045175 | -0.052317 | -0.051253 | -0.027780 | -0.045202 | 0.025002 | -0.030289 | 0.000985 | -0.018850 | -0.001209 | -0.045887 | -0.010927 | -0.030388 | -0.008427 | -0.023497 | -0.006478 | 0.012231 | -0.012383 | -0.024612 | 0.001294 | -0.020419 | 0.063185 | -0.067579 | -0.016824 | -0.009269 | -0.069427 | -0.062624 | -0.001113 | 0.022263 | 0.040458 | -0.009780 | 0.030842 | 0.029278 | 0.370329 | 0.018049 | -0.000792 | 0.048832 | 0.002844 | -0.038320 | 0.026299 | 0.005028 | 0.235191 |
| Flaeche_km2 | -0.023120 | 0.010618 | 1.000000 | 0.941563 | 0.941833 | 0.941278 | 0.605092 | -0.006494 | -0.054170 | -0.035317 | 0.029417 | -0.004367 | -0.000901 | -0.009150 | -0.004171 | 0.024809 | -0.035367 | -0.016758 | -0.004229 | -0.015230 | 0.037178 | 0.002150 | -0.012816 | 0.020030 | 0.012719 | 0.036866 | -0.003920 | 0.035268 | 0.046975 | 0.003374 | -0.017921 | -0.009331 | -0.006520 | -0.012951 | -0.028593 | 0.003074 | 0.016366 | -0.037923 | -0.012535 | -0.009574 | 0.007957 | 0.023977 | -0.000544 | 0.015890 | 0.019727 | -0.074441 | -0.026324 | -0.009565 | 0.756583 | -0.016569 | 0.088910 | 0.055812 | -0.015729 | -0.072327 |
| Einwohner | -0.023687 | 0.018925 | 0.941563 | 1.000000 | 0.999986 | 0.999987 | 0.763651 | 0.109368 | -0.056885 | -0.042928 | 0.042003 | 0.004172 | 0.006331 | -0.001200 | -0.002339 | 0.034363 | -0.043688 | -0.019919 | 0.003010 | -0.011015 | 0.049549 | 0.003360 | -0.011422 | 0.035738 | 0.010454 | 0.053192 | 0.014138 | 0.043020 | 0.049212 | 0.011705 | -0.012739 | -0.000239 | -0.001761 | -0.003907 | -0.035922 | -0.002108 | 0.015728 | -0.026189 | -0.009666 | -0.012200 | -0.004728 | 0.028163 | -0.004285 | 0.023939 | 0.017371 | -0.068350 | -0.020758 | -0.007612 | 0.846978 | -0.013185 | 0.268283 | 0.056828 | -0.010583 | -0.072448 |
| Men | -0.023411 | 0.019163 | 0.941833 | 0.999986 | 1.000000 | 0.999947 | 0.761792 | 0.106595 | -0.057069 | -0.042992 | 0.041779 | 0.004064 | 0.006351 | -0.001186 | -0.002471 | 0.034171 | -0.043670 | -0.019986 | 0.003038 | -0.010912 | 0.049550 | 0.003364 | -0.011537 | 0.035567 | 0.010396 | 0.052940 | 0.014018 | 0.043120 | 0.049320 | 0.011729 | -0.012685 | -0.000148 | -0.001650 | -0.003821 | -0.035884 | -0.002239 | 0.015745 | -0.026028 | -0.009730 | -0.012279 | -0.004923 | 0.028140 | -0.004416 | 0.023885 | 0.017436 | -0.068037 | -0.020892 | -0.007603 | 0.848784 | -0.013171 | 0.264920 | 0.056977 | -0.010694 | -0.072165 |
| Women | -0.023952 | 0.018694 | 0.941278 | 0.999987 | 0.999947 | 1.000000 | 0.765426 | 0.112042 | -0.056705 | -0.042865 | 0.042218 | 0.004277 | 0.006311 | -0.001213 | -0.002211 | 0.034547 | -0.043705 | -0.019854 | 0.002982 | -0.011115 | 0.049548 | 0.003356 | -0.011310 | 0.035902 | 0.010510 | 0.053434 | 0.014254 | 0.042921 | 0.049108 | 0.011681 | -0.012791 | -0.000326 | -0.001869 | -0.003990 | -0.035959 | -0.001982 | 0.015711 | -0.026344 | -0.009604 | -0.012123 | -0.004541 | 0.028184 | -0.004158 | 0.023990 | 0.017309 | -0.068650 | -0.020628 | -0.007620 | 0.845212 | -0.013199 | 0.271523 | 0.056682 | -0.010475 | -0.072718 |
| Population_density | -0.022696 | 0.003063 | 0.605092 | 0.763651 | 0.761792 | 0.765426 | 1.000000 | 0.426128 | -0.016047 | -0.022509 | 0.066410 | 0.027470 | 0.014724 | 0.012461 | -0.000380 | 0.045786 | -0.053405 | -0.016973 | 0.019495 | 0.008656 | 0.046297 | -0.004284 | 0.001762 | 0.057241 | 0.013690 | 0.072709 | 0.028868 | 0.036773 | 0.025784 | 0.036955 | -0.000805 | 0.019576 | 0.004195 | 0.008523 | -0.047389 | 0.011361 | 0.009226 | -0.021288 | 0.003074 | -0.008830 | 0.005503 | 0.040379 | 0.001056 | 0.039867 | 0.015575 | -0.048312 | 0.006753 | -0.014512 | 0.446605 | -0.025138 | 0.680666 | 0.015825 | 0.023852 | -0.049820 |
| Average_income | -0.075630 | -0.061240 | -0.006494 | 0.109368 | 0.106595 | 0.112042 | 0.426128 | 1.000000 | 0.016454 | -0.017532 | 0.063502 | 0.053836 | 0.022740 | 0.027126 | -0.012298 | 0.030474 | -0.052982 | 0.007994 | -0.014578 | -0.040189 | 0.026822 | -0.000122 | 0.004321 | 0.038627 | -0.002815 | 0.041834 | 0.046246 | 0.011583 | 0.002389 | 0.005911 | -0.031600 | -0.026744 | 0.007440 | 0.022860 | -0.062011 | 0.006686 | -0.017609 | 0.000288 | 0.000905 | 0.007276 | -0.012668 | -0.017794 | 0.010309 | 0.006264 | -0.039407 | -0.075213 | 0.009220 | 0.005169 | -0.195828 | 0.008955 | 0.702792 | -0.019590 | -0.008168 | -0.044141 |
| Analytic | -0.010587 | -0.015324 | -0.054170 | -0.056885 | -0.057069 | -0.056705 | -0.016047 | 0.016454 | 1.000000 | 0.851842 | 0.295120 | 0.591294 | -0.107055 | -0.111106 | 0.107567 | 0.097249 | 0.049196 | 0.028987 | 0.066040 | 0.017488 | 0.021556 | 0.010034 | 0.047846 | 0.086014 | 0.036878 | 0.038760 | 0.054160 | 0.039600 | 0.023611 | 0.019609 | 0.090231 | 0.026769 | 0.059093 | 0.046343 | 0.040369 | 0.072347 | 0.027546 | 0.073874 | 0.131330 | 0.030319 | 0.186940 | 0.090132 | 0.024087 | 0.053276 | 0.071049 | 0.002571 | 0.020939 | -0.000642 | -0.071812 | -0.002527 | 0.025068 | -0.954757 | 0.037148 | 0.025547 |
| Clout | 0.012753 | 0.012660 | -0.035317 | -0.042928 | -0.042992 | -0.042865 | -0.022509 | -0.017532 | 0.851842 | 1.000000 | 0.271708 | 0.448854 | -0.429780 | -0.463038 | 0.091680 | 0.110098 | 0.010554 | -0.029321 | 0.293303 | 0.130416 | 0.080175 | 0.056473 | 0.176190 | -0.022669 | 0.021131 | 0.041762 | -0.131102 | 0.049982 | 0.034905 | 0.028659 | 0.133348 | 0.171090 | 0.047762 | 0.057142 | 0.017973 | -0.186975 | 0.032786 | 0.073222 | 0.122579 | -0.027368 | 0.122488 | 0.131444 | -0.049479 | 0.106030 | 0.094123 | -0.013255 | 0.073233 | -0.002065 | -0.051024 | -0.005307 | -0.002097 | -0.735147 | 0.117236 | -0.024968 |
| Tone | -0.001279 | -0.003243 | 0.029417 | 0.042003 | 0.041779 | 0.042218 | 0.066410 | 0.063502 | 0.295120 | 0.271708 | 1.000000 | 0.243612 | -0.028570 | -0.033347 | 0.304576 | 0.800987 | -0.460801 | -0.143806 | 0.045680 | -0.004060 | 0.036123 | 0.008810 | -0.013151 | 0.183758 | 0.268521 | 0.003264 | 0.001776 | 0.141725 | 0.043638 | 0.088836 | -0.048996 | 0.049871 | 0.263972 | 0.053842 | -0.426219 | 0.002782 | 0.003488 | 0.041372 | 0.060959 | -0.073840 | 0.024764 | 0.034371 | -0.116155 | 0.065972 | 0.009368 | -0.043203 | -0.038628 | -0.001899 | 0.012849 | -0.008483 | 0.060726 | -0.280651 | -0.096476 | -0.032817 |
| Sixltr | 0.041358 | 0.052992 | -0.004367 | 0.004172 | 0.004064 | 0.004277 | 0.027470 | 0.053836 | 0.591294 | 0.448854 | 0.243612 | 1.000000 | 0.058207 | 0.055872 | 0.037269 | 0.084790 | -0.041424 | -0.015113 | -0.055710 | -0.019242 | -0.032799 | -0.021848 | -0.042525 | 0.071188 | 0.006292 | 0.059151 | 0.079174 | 0.042649 | 0.032231 | 0.044302 | 0.053478 | -0.020092 | 0.039398 | 0.145984 | -0.043447 | 0.080843 | 0.013813 | 0.110391 | 0.051456 | -0.019538 | 0.052560 | -0.006112 | -0.027926 | 0.020804 | -0.024930 | 0.010804 | -0.004631 | 0.008545 | -0.007814 | 0.010371 | 0.032225 | -0.613378 | -0.006376 | 0.012143 |
| ppron | -0.019178 | -0.045175 | -0.000901 | 0.006331 | 0.006351 | 0.006311 | 0.014724 | 0.022740 | -0.107055 | -0.429780 | -0.028570 | 0.058207 | 1.000000 | 0.984305 | 0.000537 | -0.043912 | 0.051175 | 0.012576 | 0.019229 | -0.024716 | -0.006046 | 0.030457 | 0.039440 | -0.026365 | -0.014477 | -0.027560 | 0.007666 | -0.025261 | -0.020922 | -0.020993 | -0.011620 | 0.014455 | -0.035665 | -0.053376 | 0.052066 | 0.657424 | -0.027934 | 0.014711 | -0.008107 | -0.001487 | 0.069261 | -0.005087 | -0.003737 | 0.052164 | -0.070709 | 0.036544 | -0.090997 | 0.004400 | 0.010253 | 0.019138 | 0.010175 | -0.155073 | -0.170125 | 0.084124 |
| i | -0.028065 | -0.052317 | -0.009150 | -0.001200 | -0.001186 | -0.001213 | 0.012461 | 0.027126 | -0.111106 | -0.463038 | -0.033347 | 0.055872 | 0.984305 | 1.000000 | -0.007596 | -0.051664 | 0.047935 | 0.011005 | 0.005517 | -0.025393 | -0.008266 | 0.017402 | 0.045372 | -0.029535 | -0.014090 | -0.032395 | 0.007441 | -0.028145 | -0.024651 | -0.020820 | -0.024660 | -0.003631 | -0.040467 | -0.059501 | 0.048803 | 0.666320 | -0.028107 | 0.011450 | -0.009248 | -0.002737 | 0.070224 | -0.048237 | -0.006073 | -0.004627 | -0.069543 | 0.032187 | -0.086205 | 0.004869 | 0.002325 | 0.012563 | 0.012202 | -0.152643 | -0.167355 | 0.084720 |
| affect | -0.043691 | -0.051253 | -0.004171 | -0.002339 | -0.002471 | -0.002211 | -0.000380 | -0.012298 | 0.107567 | 0.091680 | 0.304576 | 0.037269 | 0.000537 | -0.007596 | 1.000000 | 0.742520 | 0.643537 | 0.188255 | 0.030251 | -0.015923 | 0.030345 | -0.002325 | 0.005339 | 0.200352 | 0.320303 | 0.034054 | 0.013126 | 0.084377 | 0.039025 | 0.037975 | 0.553668 | 0.035862 | 0.241938 | 0.041417 | 0.584862 | -0.029570 | -0.005004 | 0.008016 | -0.015007 | 0.095362 | -0.027869 | 0.042248 | 0.141797 | 0.063624 | -0.054943 | -0.059824 | -0.008183 | 0.000861 | -0.002419 | -0.003305 | 0.013694 | -0.105367 | -0.039973 | -0.062370 |
| posemo | -0.025780 | -0.027780 | 0.024809 | 0.034363 | 0.034171 | 0.034547 | 0.045786 | 0.030474 | 0.097249 | 0.110098 | 0.800987 | 0.084790 | -0.043912 | -0.051664 | 0.742520 | 1.000000 | -0.034581 | -0.001546 | 0.043490 | -0.012022 | 0.038372 | 0.004169 | -0.005139 | 0.236908 | 0.390722 | 0.016209 | -0.002518 | 0.134834 | 0.050506 | 0.075230 | 0.225299 | 0.049781 | 0.326886 | 0.050936 | -0.042921 | -0.049541 | -0.003868 | 0.011789 | 0.006037 | -0.006601 | -0.023617 | 0.036113 | -0.008716 | 0.077280 | -0.034906 | -0.067586 | -0.035086 | -0.000079 | 0.017394 | -0.006908 | 0.040328 | -0.077122 | -0.085593 | -0.067910 |
| negemo | -0.036109 | -0.045202 | -0.035367 | -0.043688 | -0.043670 | -0.043705 | -0.053405 | -0.052982 | 0.049196 | 0.010554 | -0.460801 | -0.041424 | 0.051175 | 0.047935 | 0.643537 | -0.034581 | 1.000000 | 0.282750 | -0.005383 | -0.009999 | 0.001512 | -0.008528 | 0.013568 | 0.028251 | 0.031713 | 0.032174 | 0.022122 | -0.027940 | 0.000687 | -0.029263 | 0.568813 | -0.003438 | -0.012354 | 0.003462 | 0.921919 | 0.012422 | -0.002923 | -0.001521 | -0.029528 | 0.150051 | -0.014875 | 0.021867 | 0.221769 | 0.006718 | -0.042122 | -0.011904 | 0.028143 | 0.001386 | -0.024656 | 0.002981 | -0.025355 | -0.068968 | 0.038312 | -0.015104 |
| anger | 0.013452 | 0.025002 | -0.016758 | -0.019919 | -0.019986 | -0.019854 | -0.016973 | 0.007994 | 0.028987 | -0.029321 | -0.143806 | -0.015113 | 0.012576 | 0.011005 | 0.188255 | -0.001546 | 0.282750 | 1.000000 | 0.037590 | -0.005250 | -0.004936 | -0.008229 | 0.060629 | -0.016209 | -0.002271 | -0.000571 | -0.011655 | -0.004598 | 0.013597 | -0.011920 | 0.046467 | -0.003582 | 0.051708 | 0.104794 | -0.024201 | 0.080939 | -0.005191 | -0.034266 | -0.021756 | 0.583900 | 0.126014 | 0.121313 | 0.781698 | -0.010913 | -0.034409 | 0.041263 | -0.001157 | -0.002090 | -0.020796 | 0.009938 | -0.005793 | -0.027126 | -0.030313 | 0.005309 |
| social | -0.020884 | -0.030289 | -0.004229 | 0.003010 | 0.003038 | 0.002982 | 0.019495 | -0.014578 | 0.066040 | 0.293303 | 0.045680 | -0.055710 | 0.019229 | 0.005517 | 0.030251 | 0.043490 | -0.005383 | 0.037590 | 1.000000 | 0.548962 | 0.228833 | 0.211257 | 0.641373 | 0.017959 | -0.026613 | 0.004739 | 0.009373 | 0.034524 | 0.035159 | 0.007620 | 0.242511 | 0.644838 | -0.005775 | 0.025211 | -0.013632 | 0.036691 | 0.003375 | 0.011302 | 0.048184 | -0.015549 | 0.034696 | 0.180720 | 0.001225 | 0.261488 | -0.031051 | -0.019733 | 0.015468 | -0.004358 | 0.004646 | -0.001225 | -0.006458 | -0.056559 | -0.062430 | -0.048456 |
| family | 0.010513 | 0.000985 | -0.015230 | -0.011015 | -0.010912 | -0.011115 | 0.008656 | -0.040189 | 0.017488 | 0.130416 | -0.004060 | -0.019242 | -0.024716 | -0.025393 | -0.015923 | -0.012022 | -0.009999 | -0.005250 | 0.548962 | 1.000000 | -0.001747 | -0.002017 | -0.010593 | -0.006214 | -0.006300 | -0.003032 | -0.000841 | -0.003971 | -0.001399 | -0.001964 | 0.318856 | 0.843512 | -0.004982 | -0.000278 | -0.009959 | -0.037587 | -0.001155 | -0.013827 | -0.018491 | -0.005248 | -0.030655 | 0.360928 | -0.004203 | 0.480796 | -0.010021 | 0.050268 | -0.008047 | -0.000354 | -0.006386 | -0.000613 | -0.010052 | -0.004596 | -0.005136 | -0.007752 |
| friend | -0.019539 | -0.018850 | 0.037178 | 0.049549 | 0.049550 | 0.049548 | 0.046297 | 0.026822 | 0.021556 | 0.080175 | 0.036123 | -0.032799 | -0.006046 | -0.008266 | 0.030345 | 0.038372 | 0.001512 | -0.004936 | 0.228833 | -0.001747 | 1.000000 | 0.610070 | 0.008942 | 0.042336 | 0.014786 | 0.090677 | -0.003851 | 0.025624 | 0.041445 | -0.005360 | 0.132019 | 0.257869 | 0.017260 | 0.043858 | 0.001304 | -0.018059 | 0.020810 | 0.033205 | 0.095401 | -0.011427 | -0.015212 | 0.103373 | -0.007210 | 0.109359 | 0.033783 | -0.022472 | -0.006088 | -0.001033 | 0.044783 | -0.001790 | 0.030020 | -0.013408 | -0.014984 | -0.014639 |
| female | -0.003678 | -0.001209 | 0.002150 | 0.003360 | 0.003364 | 0.003356 | -0.004284 | -0.000122 | 0.010034 | 0.056473 | 0.008810 | -0.021848 | 0.030457 | 0.017402 | -0.002325 | 0.004169 | -0.008528 | -0.008229 | 0.211257 | -0.002017 | 0.610070 | 1.000000 | 0.019538 | -0.008279 | -0.003525 | 0.003042 | -0.007358 | 0.007564 | 0.018136 | -0.005338 | 0.075349 | 0.206451 | -0.005763 | 0.007586 | -0.008317 | 0.008112 | -0.000095 | -0.011652 | -0.013344 | 0.002284 | -0.003717 | 0.084638 | -0.007892 | 0.111941 | 0.000518 | 0.004414 | 0.002654 | -0.000850 | 0.005755 | 0.030414 | -0.003841 | -0.011033 | -0.012329 | 0.008768 |
| male | -0.046302 | -0.045887 | -0.012816 | -0.011422 | -0.011537 | -0.011310 | 0.001762 | 0.004321 | 0.047846 | 0.176190 | -0.013151 | -0.042525 | 0.039440 | 0.045372 | 0.005339 | -0.005139 | 0.013568 | 0.060629 | 0.641373 | -0.010593 | 0.008942 | 0.019538 | 1.000000 | -0.004567 | -0.030529 | -0.022596 | 0.024875 | 0.008480 | -0.004986 | 0.011748 | -0.018158 | -0.007285 | -0.030691 | 0.010108 | -0.000654 | 0.083900 | -0.004881 | -0.038136 | 0.041621 | -0.006137 | 0.074475 | -0.061815 | 0.010525 | -0.051355 | -0.039316 | -0.056532 | 0.041362 | -0.003945 | -0.012212 | -0.006834 | -0.003508 | -0.051208 | -0.057225 | -0.038353 |
| cogproc | -0.005883 | -0.010927 | 0.020030 | 0.035738 | 0.035567 | 0.035902 | 0.057241 | 0.038627 | 0.086014 | -0.022669 | 0.183758 | 0.071188 | -0.026365 | -0.029535 | 0.200352 | 0.236908 | 0.028251 | -0.016209 | 0.017959 | -0.006214 | 0.042336 | -0.008279 | -0.004567 | 1.000000 | 0.538505 | 0.401232 | 0.636041 | 0.042019 | 0.012461 | -0.010408 | 0.267319 | 0.014243 | 0.455706 | 0.057497 | 0.034435 | 0.006653 | 0.226884 | -0.037793 | -0.007732 | -0.020620 | 0.016051 | -0.012785 | -0.006748 | 0.017722 | -0.039441 | -0.010631 | -0.042007 | 0.007461 | 0.022264 | 0.007095 | 0.047954 | -0.077877 | -0.086420 | -0.002323 |
| discrep | -0.033602 | -0.030388 | 0.012719 | 0.010454 | 0.010396 | 0.010510 | 0.013690 | -0.002815 | 0.036878 | 0.021131 | 0.268521 | 0.006292 | -0.014477 | -0.014090 | 0.320303 | 0.390722 | 0.031713 | -0.002271 | -0.026613 | -0.006300 | 0.014786 | -0.003525 | -0.030529 | 0.538505 | 1.000000 | 0.038041 | 0.040933 | 0.005765 | -0.005985 | -0.005229 | 0.318020 | -0.000077 | 0.654356 | -0.010988 | 0.033611 | 0.027229 | -0.002423 | -0.029536 | -0.019466 | -0.005686 | 0.046511 | 0.005948 | 0.012212 | 0.018945 | -0.017166 | -0.048575 | -0.035340 | 0.010658 | 0.002674 | 0.002908 | 0.008890 | -0.036489 | -0.040776 | -0.019240 |
| tentat | -0.019512 | -0.008427 | 0.036866 | 0.053192 | 0.052940 | 0.053434 | 0.072709 | 0.041834 | 0.038760 | 0.041762 | 0.003264 | 0.059151 | -0.027560 | -0.032395 | 0.034054 | 0.016209 | 0.032174 | -0.000571 | 0.004739 | -0.003032 | 0.090677 | 0.003042 | -0.022596 | 0.401232 | 0.038041 | 1.000000 | 0.026758 | 0.014615 | 0.010274 | 0.004241 | 0.146214 | 0.020388 | 0.240168 | 0.017451 | 0.032677 | -0.006324 | 0.588150 | -0.010710 | 0.009623 | 0.005747 | 0.006962 | 0.016542 | -0.002705 | 0.039459 | -0.020759 | -0.012476 | -0.039186 | -0.002136 | 0.030799 | -0.003701 | 0.074911 | -0.027729 | -0.030987 | -0.016802 |
| differ | -0.021958 | -0.023497 | -0.003920 | 0.014138 | 0.014018 | 0.014254 | 0.028868 | 0.046246 | 0.054160 | -0.131102 | 0.001776 | 0.079174 | 0.007666 | 0.007441 | 0.013126 | -0.002518 | 0.022122 | -0.011655 | 0.009373 | -0.000841 | -0.003851 | -0.007358 | 0.024875 | 0.636041 | 0.040933 | 0.026758 | 1.000000 | -0.005034 | 0.002391 | -0.020105 | 0.067589 | -0.004232 | 0.060176 | 0.065664 | 0.027826 | 0.000731 | -0.003279 | -0.005876 | 0.006241 | -0.018194 | -0.008986 | -0.030581 | -0.008432 | -0.009186 | -0.034328 | 0.010561 | -0.010661 | -0.004091 | 0.014643 | 0.008638 | 0.026315 | -0.053093 | -0.059332 | 0.029969 |
| percept | -0.028869 | -0.006478 | 0.035268 | 0.043020 | 0.043120 | 0.042921 | 0.036773 | 0.011583 | 0.039600 | 0.049982 | 0.141725 | 0.042649 | -0.025261 | -0.028145 | 0.084377 | 0.134834 | -0.027940 | -0.004598 | 0.034524 | -0.003971 | 0.025624 | 0.007564 | 0.008480 | 0.042019 | 0.005765 | 0.014615 | -0.005034 | 1.000000 | 0.647296 | 0.625008 | -0.000265 | 0.013578 | 0.005558 | 0.008597 | -0.037000 | 0.012007 | 0.003645 | 0.045192 | 0.045828 | 0.002428 | -0.034523 | -0.002282 | 0.001082 | 0.009689 | -0.015633 | -0.050494 | 0.024563 | -0.002232 | 0.040202 | -0.003867 | 0.016902 | -0.028976 | -0.032380 | -0.041706 |
| see | -0.012351 | 0.012231 | 0.046975 | 0.049212 | 0.049320 | 0.049108 | 0.025784 | 0.002389 | 0.023611 | 0.034905 | 0.043638 | 0.032231 | -0.020922 | -0.024651 | 0.039025 | 0.050506 | 0.000687 | 0.013597 | 0.035159 | -0.001399 | 0.041445 | 0.018136 | -0.004986 | 0.012461 | -0.005985 | 0.010274 | 0.002391 | 0.647296 | 1.000000 | -0.002941 | -0.004578 | 0.003631 | -0.000475 | 0.012489 | -0.019094 | 0.033534 | 0.006314 | 0.091637 | 0.063534 | 0.013509 | -0.042625 | 0.018661 | 0.017159 | 0.022507 | -0.002842 | -0.030061 | -0.020317 | -0.001188 | 0.051205 | -0.002058 | -0.005501 | -0.015421 | -0.017233 | -0.019270 |
| hear | -0.015615 | -0.012383 | 0.003374 | 0.011705 | 0.011729 | 0.011681 | 0.036955 | 0.005911 | 0.019609 | 0.028659 | 0.088836 | 0.044302 | -0.020993 | -0.020820 | 0.037975 | 0.075230 | -0.029263 | -0.011920 | 0.007620 | -0.001964 | -0.005360 | -0.005338 | 0.011748 | -0.010408 | -0.005229 | 0.004241 | -0.020105 | 0.625008 | -0.002941 | 1.000000 | -0.005332 | 0.008751 | 0.004832 | 0.005163 | -0.025420 | -0.023665 | 0.000069 | -0.000796 | -0.003175 | -0.008569 | -0.018626 | -0.017723 | -0.010403 | -0.007861 | -0.014968 | -0.026789 | 0.071010 | -0.000963 | 0.000626 | -0.001669 | 0.027236 | -0.012502 | -0.013971 | -0.025653 |
| drives | -0.005079 | -0.024612 | -0.017921 | -0.012739 | -0.012685 | -0.012791 | -0.000805 | -0.031600 | 0.090231 | 0.133348 | -0.048996 | 0.053478 | -0.011620 | -0.024660 | 0.553668 | 0.225299 | 0.568813 | 0.046467 | 0.242511 | 0.318856 | 0.132019 | 0.075349 | -0.018158 | 0.267319 | 0.318020 | 0.146214 | 0.067589 | -0.000265 | -0.004578 | -0.005332 | 1.000000 | 0.389433 | 0.457548 | 0.529133 | 0.595916 | -0.048716 | 0.151373 | -0.003870 | -0.029337 | -0.023626 | -0.053626 | 0.114177 | -0.011483 | 0.181792 | -0.035859 | -0.009420 | -0.014229 | -0.001896 | -0.003164 | 0.001840 | 0.003120 | -0.083679 | -0.015697 | -0.049362 |
| affiliation | 0.013187 | 0.001294 | -0.009331 | -0.000239 | -0.000148 | -0.000326 | 0.019576 | -0.026744 | 0.026769 | 0.171090 | 0.049871 | -0.020092 | 0.014455 | -0.003631 | 0.035862 | 0.049781 | -0.003438 | -0.003582 | 0.644838 | 0.843512 | 0.257869 | 0.206451 | -0.007285 | 0.014243 | -0.000077 | 0.020388 | -0.004232 | 0.013578 | 0.003631 | 0.008751 | 0.389433 | 1.000000 | 0.023443 | 0.003245 | -0.002312 | -0.020114 | 0.001491 | 0.046902 | -0.005149 | -0.005271 | -0.028691 | 0.329719 | -0.001397 | 0.446951 | -0.018524 | 0.046119 | -0.018291 | -0.001459 | 0.001859 | -0.002528 | 0.006799 | -0.018940 | -0.019982 | -0.013625 |
| achieve | -0.021500 | -0.020419 | -0.006520 | -0.001761 | -0.001650 | -0.001869 | 0.004195 | 0.007440 | 0.059093 | 0.047762 | 0.263972 | 0.039398 | -0.035665 | -0.040467 | 0.241938 | 0.326886 | -0.012354 | 0.051708 | -0.005775 | -0.004982 | 0.017260 | -0.005763 | -0.030691 | 0.455706 | 0.654356 | 0.240168 | 0.060176 | 0.005558 | -0.000475 | 0.004832 | 0.457548 | 0.023443 | 1.000000 | 0.320660 | -0.028167 | -0.035538 | 0.329855 | -0.017668 | -0.010321 | -0.000668 | -0.027920 | 0.035071 | 0.008272 | 0.035737 | 0.009589 | -0.028026 | -0.034683 | -0.003238 | 0.003706 | -0.005610 | 0.002859 | -0.042032 | -0.046971 | -0.026035 |
| power | 0.070434 | 0.063185 | -0.012951 | -0.003907 | -0.003821 | -0.003990 | 0.008523 | 0.022860 | 0.046343 | 0.057142 | 0.053842 | 0.145984 | -0.053376 | -0.059501 | 0.041417 | 0.050936 | 0.003462 | 0.104794 | 0.025211 | -0.000278 | 0.043858 | 0.007586 | 0.010108 | 0.057497 | -0.010988 | 0.017451 | 0.065664 | 0.008597 | 0.012489 | 0.005163 | 0.529133 | 0.003245 | 0.320660 | 1.000000 | -0.030677 | -0.065153 | 0.008410 | -0.021178 | -0.013042 | -0.007828 | -0.040940 | 0.004073 | -0.010051 | 0.019892 | -0.014549 | 0.026855 | -0.007551 | -0.002101 | 0.000660 | 0.010295 | 0.008063 | -0.027270 | -0.030474 | -0.024950 |
| risk | -0.051553 | -0.067579 | -0.028593 | -0.035922 | -0.035884 | -0.035959 | -0.047389 | -0.062011 | 0.040369 | 0.017973 | -0.426219 | -0.043447 | 0.052066 | 0.048803 | 0.584862 | -0.042921 | 0.921919 | -0.024201 | -0.013632 | -0.009959 | 0.001304 | -0.008317 | -0.000654 | 0.034435 | 0.033611 | 0.032677 | 0.027826 | -0.037000 | -0.019094 | -0.025420 | 0.595916 | -0.002312 | -0.028167 | -0.030677 | 1.000000 | -0.004645 | 0.000201 | 0.009417 | -0.021820 | -0.028610 | -0.044862 | -0.048965 | -0.018331 | -0.032615 | -0.032678 | -0.035367 | 0.033668 | 0.002452 | -0.015972 | 0.000411 | -0.026780 | -0.061406 | 0.053463 | -0.031677 |
| focuspresent | 0.017435 | -0.016824 | 0.003074 | -0.002108 | -0.002239 | -0.001982 | 0.011361 | 0.006686 | 0.072347 | -0.186975 | 0.002782 | 0.080843 | 0.657424 | 0.666320 | -0.029570 | -0.049541 | 0.012422 | 0.080939 | 0.036691 | -0.037587 | -0.018059 | 0.008112 | 0.083900 | 0.006653 | 0.027229 | -0.006324 | 0.000731 | 0.012007 | 0.033534 | -0.023665 | -0.048716 | -0.020114 | -0.035538 | -0.065153 | -0.004645 | 1.000000 | -0.000760 | -0.100531 | -0.023737 | 0.056217 | 0.762835 | -0.048332 | 0.070353 | -0.026861 | -0.064983 | 0.082223 | -0.071223 | 0.014324 | -0.011771 | 0.012626 | 0.001239 | -0.245912 | -0.113902 | 0.134769 |
| focusfuture | -0.016077 | -0.009269 | 0.016366 | 0.015728 | 0.015745 | 0.015711 | 0.009226 | -0.017609 | 0.027546 | 0.032786 | 0.003488 | 0.013813 | -0.027934 | -0.028107 | -0.005004 | -0.003868 | -0.002923 | -0.005191 | 0.003375 | -0.001155 | 0.020810 | -0.000095 | -0.004881 | 0.226884 | -0.002423 | 0.588150 | -0.003279 | 0.003645 | 0.006314 | 0.000069 | 0.151373 | 0.001491 | 0.329855 | 0.008410 | 0.000201 | -0.000760 | 1.000000 | -0.009201 | 0.017909 | 0.003142 | 0.002541 | 0.035060 | -0.006963 | 0.029032 | 0.022063 | 0.015517 | -0.023650 | -0.001331 | 0.020792 | -0.002305 | -0.006877 | -0.017271 | -0.019300 | 0.003340 |
| leisure | -0.087808 | -0.069427 | -0.037923 | -0.026189 | -0.026028 | -0.026344 | -0.021288 | 0.000288 | 0.073874 | 0.073222 | 0.041372 | 0.110391 | 0.014711 | 0.011450 | 0.008016 | 0.011789 | -0.001521 | -0.034266 | 0.011302 | -0.013827 | 0.033205 | -0.011652 | -0.038136 | -0.037793 | -0.029536 | -0.010710 | -0.005876 | 0.045192 | 0.091637 | -0.000796 | -0.003870 | 0.046902 | -0.017668 | -0.021178 | 0.009417 | -0.100531 | -0.009201 | 1.000000 | 0.618022 | -0.032498 | -0.147704 | -0.034394 | -0.028456 | -0.016104 | -0.027956 | -0.068232 | -0.031617 | -0.006471 | 0.000407 | -0.011210 | -0.014757 | -0.083993 | -0.028826 | -0.027977 |
| home | -0.071749 | -0.062624 | -0.012535 | -0.009666 | -0.009730 | -0.009604 | 0.003074 | 0.000905 | 0.131330 | 0.122579 | 0.060959 | 0.051456 | -0.008107 | -0.009248 | -0.015007 | 0.006037 | -0.029528 | -0.021756 | 0.048184 | -0.018491 | 0.095401 | -0.013344 | 0.041621 | -0.007732 | -0.019466 | 0.009623 | 0.006241 | 0.045828 | 0.063534 | -0.003175 | -0.029337 | -0.005149 | -0.010321 | -0.013042 | -0.021820 | -0.023737 | 0.017909 | 0.618022 | 1.000000 | -0.000783 | -0.025656 | -0.011831 | -0.021440 | -0.042085 | 0.037817 | -0.069987 | -0.009625 | -0.009541 | -0.007886 | -0.016528 | -0.001872 | -0.123836 | 0.000920 | -0.032715 |
| relig | -0.014051 | -0.001113 | -0.009574 | -0.012200 | -0.012279 | -0.012123 | -0.008830 | 0.007276 | 0.030319 | -0.027368 | -0.073840 | -0.019538 | -0.001487 | -0.002737 | 0.095362 | -0.006601 | 0.150051 | 0.583900 | -0.015549 | -0.005248 | -0.011427 | 0.002284 | -0.006137 | -0.020620 | -0.005686 | 0.005747 | -0.018194 | 0.002428 | 0.013509 | -0.008569 | -0.023626 | -0.005271 | -0.000668 | -0.007828 | -0.028610 | 0.056217 | 0.003142 | -0.032498 | -0.000783 | 1.000000 | 0.078053 | 0.102480 | 0.707570 | -0.020076 | -0.030106 | 0.021672 | -0.033759 | -0.002305 | -0.014008 | 0.008566 | -0.006125 | -0.029924 | -0.033440 | 0.006725 |
| death | 0.049455 | 0.022263 | 0.007957 | -0.004728 | -0.004923 | -0.004541 | 0.005503 | -0.012668 | 0.186940 | 0.122488 | 0.024764 | 0.052560 | 0.069261 | 0.070224 | -0.027869 | -0.023617 | -0.014875 | 0.126014 | 0.034696 | -0.030655 | -0.015212 | -0.003717 | 0.074475 | 0.016051 | 0.046511 | 0.006962 | -0.008986 | -0.034523 | -0.042625 | -0.018626 | -0.053626 | -0.028691 | -0.027920 | -0.040940 | -0.044862 | 0.762835 | 0.002541 | -0.147704 | -0.025656 | 0.078053 | 1.000000 | -0.019672 | 0.101813 | -0.029369 | -0.025410 | 0.094487 | -0.010733 | 0.016159 | -0.022131 | 0.009496 | -0.004813 | -0.197677 | -0.002861 | 0.122233 |
| informal | 0.050700 | 0.040458 | 0.023977 | 0.028163 | 0.028140 | 0.028184 | 0.040379 | -0.017794 | 0.090132 | 0.131444 | 0.034371 | -0.006112 | -0.005087 | -0.048237 | 0.042248 | 0.036113 | 0.021867 | 0.121313 | 0.180720 | 0.360928 | 0.103373 | 0.084638 | -0.061815 | -0.012785 | 0.005948 | 0.016542 | -0.030581 | -0.002282 | 0.018661 | -0.017723 | 0.114177 | 0.329719 | 0.035071 | 0.004073 | -0.048965 | -0.048332 | 0.035060 | -0.034394 | -0.011831 | 0.102480 | -0.019672 | 1.000000 | 0.177521 | 0.754350 | 0.617095 | 0.037346 | 0.030099 | -0.001327 | 0.018311 | 0.009853 | 0.021482 | -0.083848 | 0.065104 | -0.006682 |
| swear | -0.021205 | -0.009780 | -0.000544 | -0.004285 | -0.004416 | -0.004158 | 0.001056 | 0.010309 | 0.024087 | -0.049479 | -0.116155 | -0.027926 | -0.003737 | -0.006073 | 0.141797 | -0.008716 | 0.221769 | 0.781698 | 0.001225 | -0.004203 | -0.007210 | -0.007892 | 0.010525 | -0.006748 | 0.012212 | -0.002705 | -0.008432 | 0.001082 | 0.017159 | -0.010403 | -0.011483 | -0.001397 | 0.008272 | -0.010051 | -0.018331 | 0.070353 | -0.006963 | -0.028456 | -0.021440 | 0.707570 | 0.101813 | 0.177521 | 1.000000 | 0.014250 | -0.028512 | 0.026914 | -0.026003 | -0.001770 | -0.014969 | 0.013410 | 0.002982 | -0.022968 | -0.025667 | -0.003087 |
| netspeak | 0.034734 | 0.030842 | 0.015890 | 0.023939 | 0.023885 | 0.023990 | 0.039867 | 0.006264 | 0.053276 | 0.106030 | 0.065972 | 0.020804 | 0.052164 | -0.004627 | 0.063624 | 0.077280 | 0.006718 | -0.010913 | 0.261488 | 0.480796 | 0.109359 | 0.111941 | -0.051355 | 0.017722 | 0.018945 | 0.039459 | -0.009186 | 0.009689 | 0.022507 | -0.007861 | 0.181792 | 0.446951 | 0.035737 | 0.019892 | -0.032615 | -0.026861 | 0.029032 | -0.016104 | -0.042085 | -0.020076 | -0.029369 | 0.754350 | 0.014250 | 1.000000 | -0.014376 | 0.034306 | -0.054644 | -0.003954 | 0.016231 | 0.006992 | 0.028823 | -0.051320 | -0.055013 | -0.012432 |
| nonflu | 0.043785 | 0.029278 | 0.019727 | 0.017371 | 0.017436 | 0.017309 | 0.015575 | -0.039407 | 0.071049 | 0.094123 | 0.009368 | -0.024930 | -0.070709 | -0.069543 | -0.054943 | -0.034906 | -0.042122 | -0.034409 | -0.031051 | -0.010021 | 0.033783 | 0.000518 | -0.039316 | -0.039441 | -0.017166 | -0.020759 | -0.034328 | -0.015633 | -0.002842 | -0.014968 | -0.035859 | -0.018524 | 0.009589 | -0.014549 | -0.032678 | -0.064983 | 0.022063 | -0.027956 | 0.037817 | -0.030106 | -0.025410 | 0.617095 | -0.028512 | -0.014376 | 1.000000 | 0.008479 | 0.120966 | 0.003202 | 0.013929 | 0.002857 | -0.002561 | -0.063575 | 0.176705 | 0.004868 |
| Mehrfamilienhaus | 0.456395 | 0.370329 | -0.074441 | -0.068350 | -0.068037 | -0.068650 | -0.048312 | -0.075213 | 0.002571 | -0.013255 | -0.043203 | 0.010804 | 0.036544 | 0.032187 | -0.059824 | -0.067586 | -0.011904 | 0.041263 | -0.019733 | 0.050268 | -0.022472 | 0.004414 | -0.056532 | -0.010631 | -0.048575 | -0.012476 | 0.010561 | -0.050494 | -0.030061 | -0.026789 | -0.009420 | 0.046119 | -0.028026 | 0.026855 | -0.035367 | 0.082223 | 0.015517 | -0.068232 | -0.069987 | 0.021672 | 0.094487 | 0.037346 | 0.026914 | 0.034306 | 0.008479 | 1.000000 | -0.122369 | -0.005385 | -0.028139 | -0.009329 | -0.059560 | -0.013565 | -0.078112 | 0.515357 |
| Wohnimmobilie (sonstige) | 0.026814 | 0.018049 | -0.026324 | -0.020758 | -0.020892 | -0.020628 | 0.006753 | 0.009220 | 0.020939 | 0.073233 | -0.038628 | -0.004631 | -0.090997 | -0.086205 | -0.008183 | -0.035086 | 0.028143 | -0.001157 | 0.015468 | -0.008047 | -0.006088 | 0.002654 | 0.041362 | -0.042007 | -0.035340 | -0.039186 | -0.010661 | 0.024563 | -0.020317 | 0.071010 | -0.014229 | -0.018291 | -0.034683 | -0.007551 | 0.033668 | -0.071223 | -0.023650 | -0.031617 | -0.009625 | -0.033759 | -0.010733 | 0.030099 | -0.026003 | -0.054644 | 0.120966 | -0.122369 | 1.000000 | -0.002846 | -0.033879 | -0.004931 | 0.042761 | -0.014829 | 0.635016 | -0.024225 |
| 1340 | -0.003682 | -0.000792 | -0.009565 | -0.007612 | -0.007603 | -0.007620 | -0.014512 | 0.005169 | -0.000642 | -0.002065 | -0.001899 | 0.008545 | 0.004400 | 0.004869 | 0.000861 | -0.000079 | 0.001386 | -0.002090 | -0.004358 | -0.000354 | -0.001033 | -0.000850 | -0.003945 | 0.007461 | 0.010658 | -0.002136 | -0.004091 | -0.002232 | -0.001188 | -0.000963 | -0.001896 | -0.001459 | -0.003238 | -0.002101 | 0.002452 | 0.014324 | -0.001331 | -0.006471 | -0.009541 | -0.002305 | 0.016159 | -0.001327 | -0.001770 | -0.003954 | 0.003202 | -0.005385 | -0.002846 | 1.000000 | -0.003041 | 0.577278 | -0.003556 | -0.001626 | -0.001817 | -0.003797 |
| Berlin | 0.003472 | 0.048832 | 0.756583 | 0.846978 | 0.848784 | 0.845212 | 0.446605 | -0.195828 | -0.071812 | -0.051024 | 0.012849 | -0.007814 | 0.010253 | 0.002325 | -0.002419 | 0.017394 | -0.024656 | -0.020796 | 0.004646 | -0.006386 | 0.044783 | 0.005755 | -0.012212 | 0.022264 | 0.002674 | 0.030799 | 0.014643 | 0.040202 | 0.051205 | 0.000626 | -0.003164 | 0.001859 | 0.003706 | 0.000660 | -0.015972 | -0.011771 | 0.020792 | 0.000407 | -0.007886 | -0.014008 | -0.022131 | 0.018311 | -0.014969 | 0.016231 | 0.013929 | -0.028139 | -0.033879 | -0.003041 | 1.000000 | -0.005268 | -0.086332 | 0.068380 | -0.031595 | -0.046629 |
| Eichstätt | -0.005289 | 0.002844 | -0.016569 | -0.013185 | -0.013171 | -0.013199 | -0.025138 | 0.008955 | -0.002527 | -0.005307 | -0.008483 | 0.010371 | 0.019138 | 0.012563 | -0.003305 | -0.006908 | 0.002981 | 0.009938 | -0.001225 | -0.000613 | -0.001790 | 0.030414 | -0.006834 | 0.007095 | 0.002908 | -0.003701 | 0.008638 | -0.003867 | -0.002058 | -0.001669 | 0.001840 | -0.002528 | -0.005610 | 0.010295 | 0.000411 | 0.012626 | -0.002305 | -0.011210 | -0.016528 | 0.008566 | 0.009496 | 0.009853 | 0.013410 | 0.006992 | 0.002857 | -0.009329 | -0.004931 | 0.577278 | -0.005268 | 1.000000 | -0.006160 | -0.002816 | -0.003147 | -0.006577 |
| München | -0.052319 | -0.038320 | 0.088910 | 0.268283 | 0.264920 | 0.271523 | 0.680666 | 0.702792 | 0.025068 | -0.002097 | 0.060726 | 0.032225 | 0.010175 | 0.012202 | 0.013694 | 0.040328 | -0.025355 | -0.005793 | -0.006458 | -0.010052 | 0.030020 | -0.003841 | -0.003508 | 0.047954 | 0.008890 | 0.074911 | 0.026315 | 0.016902 | -0.005501 | 0.027236 | 0.003120 | 0.006799 | 0.002859 | 0.008063 | -0.026780 | 0.001239 | -0.006877 | -0.014757 | -0.001872 | -0.006125 | -0.004813 | 0.021482 | 0.002982 | 0.028823 | -0.002561 | -0.059560 | 0.042761 | -0.003556 | -0.086332 | -0.006160 | 1.000000 | -0.021746 | 0.047212 | -0.045007 |
| garage | 0.013745 | 0.026299 | 0.055812 | 0.056828 | 0.056977 | 0.056682 | 0.015825 | -0.019590 | -0.954757 | -0.735147 | -0.280651 | -0.613378 | -0.155073 | -0.152643 | -0.105367 | -0.077122 | -0.068968 | -0.027126 | -0.056559 | -0.004596 | -0.013408 | -0.011033 | -0.051208 | -0.077877 | -0.036489 | -0.027729 | -0.053093 | -0.028976 | -0.015421 | -0.012502 | -0.083679 | -0.018940 | -0.042032 | -0.027270 | -0.061406 | -0.245912 | -0.017271 | -0.083993 | -0.123836 | -0.029924 | -0.197677 | -0.083848 | -0.022968 | -0.051320 | -0.063575 | -0.013565 | -0.014829 | -0.001626 | 0.068380 | -0.002816 | -0.021746 | 1.000000 | -0.023582 | -0.049280 |
| house_auction | 0.000144 | 0.005028 | -0.015729 | -0.010583 | -0.010694 | -0.010475 | 0.023852 | -0.008168 | 0.037148 | 0.117236 | -0.096476 | -0.006376 | -0.170125 | -0.167355 | -0.039973 | -0.085593 | 0.038312 | -0.030313 | -0.062430 | -0.005136 | -0.014984 | -0.012329 | -0.057225 | -0.086420 | -0.040776 | -0.030987 | -0.059332 | -0.032380 | -0.017233 | -0.013971 | -0.015697 | -0.019982 | -0.046971 | -0.030474 | 0.053463 | -0.113902 | -0.019300 | -0.028826 | 0.000920 | -0.033440 | -0.002861 | 0.065104 | -0.025667 | -0.055013 | 0.176705 | -0.078112 | 0.635016 | -0.001817 | -0.031595 | -0.003147 | 0.047212 | -0.023582 | 1.000000 | -0.055071 |
| multi_dwelling | 0.309946 | 0.235191 | -0.072327 | -0.072448 | -0.072165 | -0.072718 | -0.049820 | -0.044141 | 0.025547 | -0.024968 | -0.032817 | 0.012143 | 0.084124 | 0.084720 | -0.062370 | -0.067910 | -0.015104 | 0.005309 | -0.048456 | -0.007752 | -0.014639 | 0.008768 | -0.038353 | -0.002323 | -0.019240 | -0.016802 | 0.029969 | -0.041706 | -0.019270 | -0.025653 | -0.049362 | -0.013625 | -0.026035 | -0.024950 | -0.031677 | 0.134769 | 0.003340 | -0.027977 | -0.032715 | 0.006725 | 0.122233 | -0.006682 | -0.003087 | -0.012432 | 0.004868 | 0.515357 | -0.024225 | -0.003797 | -0.046629 | -0.006577 | -0.045007 | -0.049280 | -0.055071 | 1.000000 |
In [30]:
# Correlation matrix highlighting variables that have at least one strong correlation with another variable
correlation_matrix = raw.style.background_gradient(cmap='Blues', axis=0).set_precision(2)
correlation_matrix
Out[30]:
| Anzahl_zimmer | Wohnflaeche (in m²) | Flaeche_km2 | Einwohner | Men | Women | Population_density | Average_income | Analytic | Clout | Tone | Sixltr | ppron | i | affect | posemo | negemo | anger | social | family | friend | female | male | cogproc | discrep | tentat | differ | percept | see | hear | drives | affiliation | achieve | power | risk | focuspresent | focusfuture | leisure | home | relig | death | informal | swear | netspeak | nonflu | Mehrfamilienhaus | Wohnimmobilie (sonstige) | 1340 | Berlin | Eichstätt | München | garage | house_auction | multi_dwelling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Anzahl_zimmer | 1 | 0.76 | -0.023 | -0.024 | -0.023 | -0.024 | -0.023 | -0.076 | -0.011 | 0.013 | -0.0013 | 0.041 | -0.019 | -0.028 | -0.044 | -0.026 | -0.036 | 0.013 | -0.021 | 0.011 | -0.02 | -0.0037 | -0.046 | -0.0059 | -0.034 | -0.02 | -0.022 | -0.029 | -0.012 | -0.016 | -0.0051 | 0.013 | -0.022 | 0.07 | -0.052 | 0.017 | -0.016 | -0.088 | -0.072 | -0.014 | 0.049 | 0.051 | -0.021 | 0.035 | 0.044 | 0.46 | 0.027 | -0.0037 | 0.0035 | -0.0053 | -0.052 | 0.014 | 0.00014 | 0.31 |
| Wohnflaeche (in m²) | 0.76 | 1 | 0.011 | 0.019 | 0.019 | 0.019 | 0.0031 | -0.061 | -0.015 | 0.013 | -0.0032 | 0.053 | -0.045 | -0.052 | -0.051 | -0.028 | -0.045 | 0.025 | -0.03 | 0.00098 | -0.019 | -0.0012 | -0.046 | -0.011 | -0.03 | -0.0084 | -0.023 | -0.0065 | 0.012 | -0.012 | -0.025 | 0.0013 | -0.02 | 0.063 | -0.068 | -0.017 | -0.0093 | -0.069 | -0.063 | -0.0011 | 0.022 | 0.04 | -0.0098 | 0.031 | 0.029 | 0.37 | 0.018 | -0.00079 | 0.049 | 0.0028 | -0.038 | 0.026 | 0.005 | 0.24 |
| Flaeche_km2 | -0.023 | 0.011 | 1 | 0.94 | 0.94 | 0.94 | 0.61 | -0.0065 | -0.054 | -0.035 | 0.029 | -0.0044 | -0.0009 | -0.0091 | -0.0042 | 0.025 | -0.035 | -0.017 | -0.0042 | -0.015 | 0.037 | 0.0022 | -0.013 | 0.02 | 0.013 | 0.037 | -0.0039 | 0.035 | 0.047 | 0.0034 | -0.018 | -0.0093 | -0.0065 | -0.013 | -0.029 | 0.0031 | 0.016 | -0.038 | -0.013 | -0.0096 | 0.008 | 0.024 | -0.00054 | 0.016 | 0.02 | -0.074 | -0.026 | -0.0096 | 0.76 | -0.017 | 0.089 | 0.056 | -0.016 | -0.072 |
| Einwohner | -0.024 | 0.019 | 0.94 | 1 | 1 | 1 | 0.76 | 0.11 | -0.057 | -0.043 | 0.042 | 0.0042 | 0.0063 | -0.0012 | -0.0023 | 0.034 | -0.044 | -0.02 | 0.003 | -0.011 | 0.05 | 0.0034 | -0.011 | 0.036 | 0.01 | 0.053 | 0.014 | 0.043 | 0.049 | 0.012 | -0.013 | -0.00024 | -0.0018 | -0.0039 | -0.036 | -0.0021 | 0.016 | -0.026 | -0.0097 | -0.012 | -0.0047 | 0.028 | -0.0043 | 0.024 | 0.017 | -0.068 | -0.021 | -0.0076 | 0.85 | -0.013 | 0.27 | 0.057 | -0.011 | -0.072 |
| Men | -0.023 | 0.019 | 0.94 | 1 | 1 | 1 | 0.76 | 0.11 | -0.057 | -0.043 | 0.042 | 0.0041 | 0.0064 | -0.0012 | -0.0025 | 0.034 | -0.044 | -0.02 | 0.003 | -0.011 | 0.05 | 0.0034 | -0.012 | 0.036 | 0.01 | 0.053 | 0.014 | 0.043 | 0.049 | 0.012 | -0.013 | -0.00015 | -0.0016 | -0.0038 | -0.036 | -0.0022 | 0.016 | -0.026 | -0.0097 | -0.012 | -0.0049 | 0.028 | -0.0044 | 0.024 | 0.017 | -0.068 | -0.021 | -0.0076 | 0.85 | -0.013 | 0.26 | 0.057 | -0.011 | -0.072 |
| Women | -0.024 | 0.019 | 0.94 | 1 | 1 | 1 | 0.77 | 0.11 | -0.057 | -0.043 | 0.042 | 0.0043 | 0.0063 | -0.0012 | -0.0022 | 0.035 | -0.044 | -0.02 | 0.003 | -0.011 | 0.05 | 0.0034 | -0.011 | 0.036 | 0.011 | 0.053 | 0.014 | 0.043 | 0.049 | 0.012 | -0.013 | -0.00033 | -0.0019 | -0.004 | -0.036 | -0.002 | 0.016 | -0.026 | -0.0096 | -0.012 | -0.0045 | 0.028 | -0.0042 | 0.024 | 0.017 | -0.069 | -0.021 | -0.0076 | 0.85 | -0.013 | 0.27 | 0.057 | -0.01 | -0.073 |
| Population_density | -0.023 | 0.0031 | 0.61 | 0.76 | 0.76 | 0.77 | 1 | 0.43 | -0.016 | -0.023 | 0.066 | 0.027 | 0.015 | 0.012 | -0.00038 | 0.046 | -0.053 | -0.017 | 0.019 | 0.0087 | 0.046 | -0.0043 | 0.0018 | 0.057 | 0.014 | 0.073 | 0.029 | 0.037 | 0.026 | 0.037 | -0.00081 | 0.02 | 0.0042 | 0.0085 | -0.047 | 0.011 | 0.0092 | -0.021 | 0.0031 | -0.0088 | 0.0055 | 0.04 | 0.0011 | 0.04 | 0.016 | -0.048 | 0.0068 | -0.015 | 0.45 | -0.025 | 0.68 | 0.016 | 0.024 | -0.05 |
| Average_income | -0.076 | -0.061 | -0.0065 | 0.11 | 0.11 | 0.11 | 0.43 | 1 | 0.016 | -0.018 | 0.064 | 0.054 | 0.023 | 0.027 | -0.012 | 0.03 | -0.053 | 0.008 | -0.015 | -0.04 | 0.027 | -0.00012 | 0.0043 | 0.039 | -0.0028 | 0.042 | 0.046 | 0.012 | 0.0024 | 0.0059 | -0.032 | -0.027 | 0.0074 | 0.023 | -0.062 | 0.0067 | -0.018 | 0.00029 | 0.0009 | 0.0073 | -0.013 | -0.018 | 0.01 | 0.0063 | -0.039 | -0.075 | 0.0092 | 0.0052 | -0.2 | 0.009 | 0.7 | -0.02 | -0.0082 | -0.044 |
| Analytic | -0.011 | -0.015 | -0.054 | -0.057 | -0.057 | -0.057 | -0.016 | 0.016 | 1 | 0.85 | 0.3 | 0.59 | -0.11 | -0.11 | 0.11 | 0.097 | 0.049 | 0.029 | 0.066 | 0.017 | 0.022 | 0.01 | 0.048 | 0.086 | 0.037 | 0.039 | 0.054 | 0.04 | 0.024 | 0.02 | 0.09 | 0.027 | 0.059 | 0.046 | 0.04 | 0.072 | 0.028 | 0.074 | 0.13 | 0.03 | 0.19 | 0.09 | 0.024 | 0.053 | 0.071 | 0.0026 | 0.021 | -0.00064 | -0.072 | -0.0025 | 0.025 | -0.95 | 0.037 | 0.026 |
| Clout | 0.013 | 0.013 | -0.035 | -0.043 | -0.043 | -0.043 | -0.023 | -0.018 | 0.85 | 1 | 0.27 | 0.45 | -0.43 | -0.46 | 0.092 | 0.11 | 0.011 | -0.029 | 0.29 | 0.13 | 0.08 | 0.056 | 0.18 | -0.023 | 0.021 | 0.042 | -0.13 | 0.05 | 0.035 | 0.029 | 0.13 | 0.17 | 0.048 | 0.057 | 0.018 | -0.19 | 0.033 | 0.073 | 0.12 | -0.027 | 0.12 | 0.13 | -0.049 | 0.11 | 0.094 | -0.013 | 0.073 | -0.0021 | -0.051 | -0.0053 | -0.0021 | -0.74 | 0.12 | -0.025 |
| Tone | -0.0013 | -0.0032 | 0.029 | 0.042 | 0.042 | 0.042 | 0.066 | 0.064 | 0.3 | 0.27 | 1 | 0.24 | -0.029 | -0.033 | 0.3 | 0.8 | -0.46 | -0.14 | 0.046 | -0.0041 | 0.036 | 0.0088 | -0.013 | 0.18 | 0.27 | 0.0033 | 0.0018 | 0.14 | 0.044 | 0.089 | -0.049 | 0.05 | 0.26 | 0.054 | -0.43 | 0.0028 | 0.0035 | 0.041 | 0.061 | -0.074 | 0.025 | 0.034 | -0.12 | 0.066 | 0.0094 | -0.043 | -0.039 | -0.0019 | 0.013 | -0.0085 | 0.061 | -0.28 | -0.096 | -0.033 |
| Sixltr | 0.041 | 0.053 | -0.0044 | 0.0042 | 0.0041 | 0.0043 | 0.027 | 0.054 | 0.59 | 0.45 | 0.24 | 1 | 0.058 | 0.056 | 0.037 | 0.085 | -0.041 | -0.015 | -0.056 | -0.019 | -0.033 | -0.022 | -0.043 | 0.071 | 0.0063 | 0.059 | 0.079 | 0.043 | 0.032 | 0.044 | 0.053 | -0.02 | 0.039 | 0.15 | -0.043 | 0.081 | 0.014 | 0.11 | 0.051 | -0.02 | 0.053 | -0.0061 | -0.028 | 0.021 | -0.025 | 0.011 | -0.0046 | 0.0085 | -0.0078 | 0.01 | 0.032 | -0.61 | -0.0064 | 0.012 |
| ppron | -0.019 | -0.045 | -0.0009 | 0.0063 | 0.0064 | 0.0063 | 0.015 | 0.023 | -0.11 | -0.43 | -0.029 | 0.058 | 1 | 0.98 | 0.00054 | -0.044 | 0.051 | 0.013 | 0.019 | -0.025 | -0.006 | 0.03 | 0.039 | -0.026 | -0.014 | -0.028 | 0.0077 | -0.025 | -0.021 | -0.021 | -0.012 | 0.014 | -0.036 | -0.053 | 0.052 | 0.66 | -0.028 | 0.015 | -0.0081 | -0.0015 | 0.069 | -0.0051 | -0.0037 | 0.052 | -0.071 | 0.037 | -0.091 | 0.0044 | 0.01 | 0.019 | 0.01 | -0.16 | -0.17 | 0.084 |
| i | -0.028 | -0.052 | -0.0091 | -0.0012 | -0.0012 | -0.0012 | 0.012 | 0.027 | -0.11 | -0.46 | -0.033 | 0.056 | 0.98 | 1 | -0.0076 | -0.052 | 0.048 | 0.011 | 0.0055 | -0.025 | -0.0083 | 0.017 | 0.045 | -0.03 | -0.014 | -0.032 | 0.0074 | -0.028 | -0.025 | -0.021 | -0.025 | -0.0036 | -0.04 | -0.06 | 0.049 | 0.67 | -0.028 | 0.011 | -0.0092 | -0.0027 | 0.07 | -0.048 | -0.0061 | -0.0046 | -0.07 | 0.032 | -0.086 | 0.0049 | 0.0023 | 0.013 | 0.012 | -0.15 | -0.17 | 0.085 |
| affect | -0.044 | -0.051 | -0.0042 | -0.0023 | -0.0025 | -0.0022 | -0.00038 | -0.012 | 0.11 | 0.092 | 0.3 | 0.037 | 0.00054 | -0.0076 | 1 | 0.74 | 0.64 | 0.19 | 0.03 | -0.016 | 0.03 | -0.0023 | 0.0053 | 0.2 | 0.32 | 0.034 | 0.013 | 0.084 | 0.039 | 0.038 | 0.55 | 0.036 | 0.24 | 0.041 | 0.58 | -0.03 | -0.005 | 0.008 | -0.015 | 0.095 | -0.028 | 0.042 | 0.14 | 0.064 | -0.055 | -0.06 | -0.0082 | 0.00086 | -0.0024 | -0.0033 | 0.014 | -0.11 | -0.04 | -0.062 |
| posemo | -0.026 | -0.028 | 0.025 | 0.034 | 0.034 | 0.035 | 0.046 | 0.03 | 0.097 | 0.11 | 0.8 | 0.085 | -0.044 | -0.052 | 0.74 | 1 | -0.035 | -0.0015 | 0.043 | -0.012 | 0.038 | 0.0042 | -0.0051 | 0.24 | 0.39 | 0.016 | -0.0025 | 0.13 | 0.051 | 0.075 | 0.23 | 0.05 | 0.33 | 0.051 | -0.043 | -0.05 | -0.0039 | 0.012 | 0.006 | -0.0066 | -0.024 | 0.036 | -0.0087 | 0.077 | -0.035 | -0.068 | -0.035 | -7.9e-05 | 0.017 | -0.0069 | 0.04 | -0.077 | -0.086 | -0.068 |
| negemo | -0.036 | -0.045 | -0.035 | -0.044 | -0.044 | -0.044 | -0.053 | -0.053 | 0.049 | 0.011 | -0.46 | -0.041 | 0.051 | 0.048 | 0.64 | -0.035 | 1 | 0.28 | -0.0054 | -0.01 | 0.0015 | -0.0085 | 0.014 | 0.028 | 0.032 | 0.032 | 0.022 | -0.028 | 0.00069 | -0.029 | 0.57 | -0.0034 | -0.012 | 0.0035 | 0.92 | 0.012 | -0.0029 | -0.0015 | -0.03 | 0.15 | -0.015 | 0.022 | 0.22 | 0.0067 | -0.042 | -0.012 | 0.028 | 0.0014 | -0.025 | 0.003 | -0.025 | -0.069 | 0.038 | -0.015 |
| anger | 0.013 | 0.025 | -0.017 | -0.02 | -0.02 | -0.02 | -0.017 | 0.008 | 0.029 | -0.029 | -0.14 | -0.015 | 0.013 | 0.011 | 0.19 | -0.0015 | 0.28 | 1 | 0.038 | -0.0053 | -0.0049 | -0.0082 | 0.061 | -0.016 | -0.0023 | -0.00057 | -0.012 | -0.0046 | 0.014 | -0.012 | 0.046 | -0.0036 | 0.052 | 0.1 | -0.024 | 0.081 | -0.0052 | -0.034 | -0.022 | 0.58 | 0.13 | 0.12 | 0.78 | -0.011 | -0.034 | 0.041 | -0.0012 | -0.0021 | -0.021 | 0.0099 | -0.0058 | -0.027 | -0.03 | 0.0053 |
| social | -0.021 | -0.03 | -0.0042 | 0.003 | 0.003 | 0.003 | 0.019 | -0.015 | 0.066 | 0.29 | 0.046 | -0.056 | 0.019 | 0.0055 | 0.03 | 0.043 | -0.0054 | 0.038 | 1 | 0.55 | 0.23 | 0.21 | 0.64 | 0.018 | -0.027 | 0.0047 | 0.0094 | 0.035 | 0.035 | 0.0076 | 0.24 | 0.64 | -0.0058 | 0.025 | -0.014 | 0.037 | 0.0034 | 0.011 | 0.048 | -0.016 | 0.035 | 0.18 | 0.0012 | 0.26 | -0.031 | -0.02 | 0.015 | -0.0044 | 0.0046 | -0.0012 | -0.0065 | -0.057 | -0.062 | -0.048 |
| family | 0.011 | 0.00098 | -0.015 | -0.011 | -0.011 | -0.011 | 0.0087 | -0.04 | 0.017 | 0.13 | -0.0041 | -0.019 | -0.025 | -0.025 | -0.016 | -0.012 | -0.01 | -0.0053 | 0.55 | 1 | -0.0017 | -0.002 | -0.011 | -0.0062 | -0.0063 | -0.003 | -0.00084 | -0.004 | -0.0014 | -0.002 | 0.32 | 0.84 | -0.005 | -0.00028 | -0.01 | -0.038 | -0.0012 | -0.014 | -0.018 | -0.0052 | -0.031 | 0.36 | -0.0042 | 0.48 | -0.01 | 0.05 | -0.008 | -0.00035 | -0.0064 | -0.00061 | -0.01 | -0.0046 | -0.0051 | -0.0078 |
| friend | -0.02 | -0.019 | 0.037 | 0.05 | 0.05 | 0.05 | 0.046 | 0.027 | 0.022 | 0.08 | 0.036 | -0.033 | -0.006 | -0.0083 | 0.03 | 0.038 | 0.0015 | -0.0049 | 0.23 | -0.0017 | 1 | 0.61 | 0.0089 | 0.042 | 0.015 | 0.091 | -0.0039 | 0.026 | 0.041 | -0.0054 | 0.13 | 0.26 | 0.017 | 0.044 | 0.0013 | -0.018 | 0.021 | 0.033 | 0.095 | -0.011 | -0.015 | 0.1 | -0.0072 | 0.11 | 0.034 | -0.022 | -0.0061 | -0.001 | 0.045 | -0.0018 | 0.03 | -0.013 | -0.015 | -0.015 |
| female | -0.0037 | -0.0012 | 0.0022 | 0.0034 | 0.0034 | 0.0034 | -0.0043 | -0.00012 | 0.01 | 0.056 | 0.0088 | -0.022 | 0.03 | 0.017 | -0.0023 | 0.0042 | -0.0085 | -0.0082 | 0.21 | -0.002 | 0.61 | 1 | 0.02 | -0.0083 | -0.0035 | 0.003 | -0.0074 | 0.0076 | 0.018 | -0.0053 | 0.075 | 0.21 | -0.0058 | 0.0076 | -0.0083 | 0.0081 | -9.5e-05 | -0.012 | -0.013 | 0.0023 | -0.0037 | 0.085 | -0.0079 | 0.11 | 0.00052 | 0.0044 | 0.0027 | -0.00085 | 0.0058 | 0.03 | -0.0038 | -0.011 | -0.012 | 0.0088 |
| male | -0.046 | -0.046 | -0.013 | -0.011 | -0.012 | -0.011 | 0.0018 | 0.0043 | 0.048 | 0.18 | -0.013 | -0.043 | 0.039 | 0.045 | 0.0053 | -0.0051 | 0.014 | 0.061 | 0.64 | -0.011 | 0.0089 | 0.02 | 1 | -0.0046 | -0.031 | -0.023 | 0.025 | 0.0085 | -0.005 | 0.012 | -0.018 | -0.0073 | -0.031 | 0.01 | -0.00065 | 0.084 | -0.0049 | -0.038 | 0.042 | -0.0061 | 0.074 | -0.062 | 0.011 | -0.051 | -0.039 | -0.057 | 0.041 | -0.0039 | -0.012 | -0.0068 | -0.0035 | -0.051 | -0.057 | -0.038 |
| cogproc | -0.0059 | -0.011 | 0.02 | 0.036 | 0.036 | 0.036 | 0.057 | 0.039 | 0.086 | -0.023 | 0.18 | 0.071 | -0.026 | -0.03 | 0.2 | 0.24 | 0.028 | -0.016 | 0.018 | -0.0062 | 0.042 | -0.0083 | -0.0046 | 1 | 0.54 | 0.4 | 0.64 | 0.042 | 0.012 | -0.01 | 0.27 | 0.014 | 0.46 | 0.057 | 0.034 | 0.0067 | 0.23 | -0.038 | -0.0077 | -0.021 | 0.016 | -0.013 | -0.0067 | 0.018 | -0.039 | -0.011 | -0.042 | 0.0075 | 0.022 | 0.0071 | 0.048 | -0.078 | -0.086 | -0.0023 |
| discrep | -0.034 | -0.03 | 0.013 | 0.01 | 0.01 | 0.011 | 0.014 | -0.0028 | 0.037 | 0.021 | 0.27 | 0.0063 | -0.014 | -0.014 | 0.32 | 0.39 | 0.032 | -0.0023 | -0.027 | -0.0063 | 0.015 | -0.0035 | -0.031 | 0.54 | 1 | 0.038 | 0.041 | 0.0058 | -0.006 | -0.0052 | 0.32 | -7.7e-05 | 0.65 | -0.011 | 0.034 | 0.027 | -0.0024 | -0.03 | -0.019 | -0.0057 | 0.047 | 0.0059 | 0.012 | 0.019 | -0.017 | -0.049 | -0.035 | 0.011 | 0.0027 | 0.0029 | 0.0089 | -0.036 | -0.041 | -0.019 |
| tentat | -0.02 | -0.0084 | 0.037 | 0.053 | 0.053 | 0.053 | 0.073 | 0.042 | 0.039 | 0.042 | 0.0033 | 0.059 | -0.028 | -0.032 | 0.034 | 0.016 | 0.032 | -0.00057 | 0.0047 | -0.003 | 0.091 | 0.003 | -0.023 | 0.4 | 0.038 | 1 | 0.027 | 0.015 | 0.01 | 0.0042 | 0.15 | 0.02 | 0.24 | 0.017 | 0.033 | -0.0063 | 0.59 | -0.011 | 0.0096 | 0.0057 | 0.007 | 0.017 | -0.0027 | 0.039 | -0.021 | -0.012 | -0.039 | -0.0021 | 0.031 | -0.0037 | 0.075 | -0.028 | -0.031 | -0.017 |
| differ | -0.022 | -0.023 | -0.0039 | 0.014 | 0.014 | 0.014 | 0.029 | 0.046 | 0.054 | -0.13 | 0.0018 | 0.079 | 0.0077 | 0.0074 | 0.013 | -0.0025 | 0.022 | -0.012 | 0.0094 | -0.00084 | -0.0039 | -0.0074 | 0.025 | 0.64 | 0.041 | 0.027 | 1 | -0.005 | 0.0024 | -0.02 | 0.068 | -0.0042 | 0.06 | 0.066 | 0.028 | 0.00073 | -0.0033 | -0.0059 | 0.0062 | -0.018 | -0.009 | -0.031 | -0.0084 | -0.0092 | -0.034 | 0.011 | -0.011 | -0.0041 | 0.015 | 0.0086 | 0.026 | -0.053 | -0.059 | 0.03 |
| percept | -0.029 | -0.0065 | 0.035 | 0.043 | 0.043 | 0.043 | 0.037 | 0.012 | 0.04 | 0.05 | 0.14 | 0.043 | -0.025 | -0.028 | 0.084 | 0.13 | -0.028 | -0.0046 | 0.035 | -0.004 | 0.026 | 0.0076 | 0.0085 | 0.042 | 0.0058 | 0.015 | -0.005 | 1 | 0.65 | 0.63 | -0.00026 | 0.014 | 0.0056 | 0.0086 | -0.037 | 0.012 | 0.0036 | 0.045 | 0.046 | 0.0024 | -0.035 | -0.0023 | 0.0011 | 0.0097 | -0.016 | -0.05 | 0.025 | -0.0022 | 0.04 | -0.0039 | 0.017 | -0.029 | -0.032 | -0.042 |
| see | -0.012 | 0.012 | 0.047 | 0.049 | 0.049 | 0.049 | 0.026 | 0.0024 | 0.024 | 0.035 | 0.044 | 0.032 | -0.021 | -0.025 | 0.039 | 0.051 | 0.00069 | 0.014 | 0.035 | -0.0014 | 0.041 | 0.018 | -0.005 | 0.012 | -0.006 | 0.01 | 0.0024 | 0.65 | 1 | -0.0029 | -0.0046 | 0.0036 | -0.00047 | 0.012 | -0.019 | 0.034 | 0.0063 | 0.092 | 0.064 | 0.014 | -0.043 | 0.019 | 0.017 | 0.023 | -0.0028 | -0.03 | -0.02 | -0.0012 | 0.051 | -0.0021 | -0.0055 | -0.015 | -0.017 | -0.019 |
| hear | -0.016 | -0.012 | 0.0034 | 0.012 | 0.012 | 0.012 | 0.037 | 0.0059 | 0.02 | 0.029 | 0.089 | 0.044 | -0.021 | -0.021 | 0.038 | 0.075 | -0.029 | -0.012 | 0.0076 | -0.002 | -0.0054 | -0.0053 | 0.012 | -0.01 | -0.0052 | 0.0042 | -0.02 | 0.63 | -0.0029 | 1 | -0.0053 | 0.0088 | 0.0048 | 0.0052 | -0.025 | -0.024 | 6.9e-05 | -0.0008 | -0.0032 | -0.0086 | -0.019 | -0.018 | -0.01 | -0.0079 | -0.015 | -0.027 | 0.071 | -0.00096 | 0.00063 | -0.0017 | 0.027 | -0.013 | -0.014 | -0.026 |
| drives | -0.0051 | -0.025 | -0.018 | -0.013 | -0.013 | -0.013 | -0.00081 | -0.032 | 0.09 | 0.13 | -0.049 | 0.053 | -0.012 | -0.025 | 0.55 | 0.23 | 0.57 | 0.046 | 0.24 | 0.32 | 0.13 | 0.075 | -0.018 | 0.27 | 0.32 | 0.15 | 0.068 | -0.00026 | -0.0046 | -0.0053 | 1 | 0.39 | 0.46 | 0.53 | 0.6 | -0.049 | 0.15 | -0.0039 | -0.029 | -0.024 | -0.054 | 0.11 | -0.011 | 0.18 | -0.036 | -0.0094 | -0.014 | -0.0019 | -0.0032 | 0.0018 | 0.0031 | -0.084 | -0.016 | -0.049 |
| affiliation | 0.013 | 0.0013 | -0.0093 | -0.00024 | -0.00015 | -0.00033 | 0.02 | -0.027 | 0.027 | 0.17 | 0.05 | -0.02 | 0.014 | -0.0036 | 0.036 | 0.05 | -0.0034 | -0.0036 | 0.64 | 0.84 | 0.26 | 0.21 | -0.0073 | 0.014 | -7.7e-05 | 0.02 | -0.0042 | 0.014 | 0.0036 | 0.0088 | 0.39 | 1 | 0.023 | 0.0032 | -0.0023 | -0.02 | 0.0015 | 0.047 | -0.0051 | -0.0053 | -0.029 | 0.33 | -0.0014 | 0.45 | -0.019 | 0.046 | -0.018 | -0.0015 | 0.0019 | -0.0025 | 0.0068 | -0.019 | -0.02 | -0.014 |
| achieve | -0.022 | -0.02 | -0.0065 | -0.0018 | -0.0016 | -0.0019 | 0.0042 | 0.0074 | 0.059 | 0.048 | 0.26 | 0.039 | -0.036 | -0.04 | 0.24 | 0.33 | -0.012 | 0.052 | -0.0058 | -0.005 | 0.017 | -0.0058 | -0.031 | 0.46 | 0.65 | 0.24 | 0.06 | 0.0056 | -0.00047 | 0.0048 | 0.46 | 0.023 | 1 | 0.32 | -0.028 | -0.036 | 0.33 | -0.018 | -0.01 | -0.00067 | -0.028 | 0.035 | 0.0083 | 0.036 | 0.0096 | -0.028 | -0.035 | -0.0032 | 0.0037 | -0.0056 | 0.0029 | -0.042 | -0.047 | -0.026 |
| power | 0.07 | 0.063 | -0.013 | -0.0039 | -0.0038 | -0.004 | 0.0085 | 0.023 | 0.046 | 0.057 | 0.054 | 0.15 | -0.053 | -0.06 | 0.041 | 0.051 | 0.0035 | 0.1 | 0.025 | -0.00028 | 0.044 | 0.0076 | 0.01 | 0.057 | -0.011 | 0.017 | 0.066 | 0.0086 | 0.012 | 0.0052 | 0.53 | 0.0032 | 0.32 | 1 | -0.031 | -0.065 | 0.0084 | -0.021 | -0.013 | -0.0078 | -0.041 | 0.0041 | -0.01 | 0.02 | -0.015 | 0.027 | -0.0076 | -0.0021 | 0.00066 | 0.01 | 0.0081 | -0.027 | -0.03 | -0.025 |
| risk | -0.052 | -0.068 | -0.029 | -0.036 | -0.036 | -0.036 | -0.047 | -0.062 | 0.04 | 0.018 | -0.43 | -0.043 | 0.052 | 0.049 | 0.58 | -0.043 | 0.92 | -0.024 | -0.014 | -0.01 | 0.0013 | -0.0083 | -0.00065 | 0.034 | 0.034 | 0.033 | 0.028 | -0.037 | -0.019 | -0.025 | 0.6 | -0.0023 | -0.028 | -0.031 | 1 | -0.0046 | 0.0002 | 0.0094 | -0.022 | -0.029 | -0.045 | -0.049 | -0.018 | -0.033 | -0.033 | -0.035 | 0.034 | 0.0025 | -0.016 | 0.00041 | -0.027 | -0.061 | 0.053 | -0.032 |
| focuspresent | 0.017 | -0.017 | 0.0031 | -0.0021 | -0.0022 | -0.002 | 0.011 | 0.0067 | 0.072 | -0.19 | 0.0028 | 0.081 | 0.66 | 0.67 | -0.03 | -0.05 | 0.012 | 0.081 | 0.037 | -0.038 | -0.018 | 0.0081 | 0.084 | 0.0067 | 0.027 | -0.0063 | 0.00073 | 0.012 | 0.034 | -0.024 | -0.049 | -0.02 | -0.036 | -0.065 | -0.0046 | 1 | -0.00076 | -0.1 | -0.024 | 0.056 | 0.76 | -0.048 | 0.07 | -0.027 | -0.065 | 0.082 | -0.071 | 0.014 | -0.012 | 0.013 | 0.0012 | -0.25 | -0.11 | 0.13 |
| focusfuture | -0.016 | -0.0093 | 0.016 | 0.016 | 0.016 | 0.016 | 0.0092 | -0.018 | 0.028 | 0.033 | 0.0035 | 0.014 | -0.028 | -0.028 | -0.005 | -0.0039 | -0.0029 | -0.0052 | 0.0034 | -0.0012 | 0.021 | -9.5e-05 | -0.0049 | 0.23 | -0.0024 | 0.59 | -0.0033 | 0.0036 | 0.0063 | 6.9e-05 | 0.15 | 0.0015 | 0.33 | 0.0084 | 0.0002 | -0.00076 | 1 | -0.0092 | 0.018 | 0.0031 | 0.0025 | 0.035 | -0.007 | 0.029 | 0.022 | 0.016 | -0.024 | -0.0013 | 0.021 | -0.0023 | -0.0069 | -0.017 | -0.019 | 0.0033 |
| leisure | -0.088 | -0.069 | -0.038 | -0.026 | -0.026 | -0.026 | -0.021 | 0.00029 | 0.074 | 0.073 | 0.041 | 0.11 | 0.015 | 0.011 | 0.008 | 0.012 | -0.0015 | -0.034 | 0.011 | -0.014 | 0.033 | -0.012 | -0.038 | -0.038 | -0.03 | -0.011 | -0.0059 | 0.045 | 0.092 | -0.0008 | -0.0039 | 0.047 | -0.018 | -0.021 | 0.0094 | -0.1 | -0.0092 | 1 | 0.62 | -0.032 | -0.15 | -0.034 | -0.028 | -0.016 | -0.028 | -0.068 | -0.032 | -0.0065 | 0.00041 | -0.011 | -0.015 | -0.084 | -0.029 | -0.028 |
| home | -0.072 | -0.063 | -0.013 | -0.0097 | -0.0097 | -0.0096 | 0.0031 | 0.0009 | 0.13 | 0.12 | 0.061 | 0.051 | -0.0081 | -0.0092 | -0.015 | 0.006 | -0.03 | -0.022 | 0.048 | -0.018 | 0.095 | -0.013 | 0.042 | -0.0077 | -0.019 | 0.0096 | 0.0062 | 0.046 | 0.064 | -0.0032 | -0.029 | -0.0051 | -0.01 | -0.013 | -0.022 | -0.024 | 0.018 | 0.62 | 1 | -0.00078 | -0.026 | -0.012 | -0.021 | -0.042 | 0.038 | -0.07 | -0.0096 | -0.0095 | -0.0079 | -0.017 | -0.0019 | -0.12 | 0.00092 | -0.033 |
| relig | -0.014 | -0.0011 | -0.0096 | -0.012 | -0.012 | -0.012 | -0.0088 | 0.0073 | 0.03 | -0.027 | -0.074 | -0.02 | -0.0015 | -0.0027 | 0.095 | -0.0066 | 0.15 | 0.58 | -0.016 | -0.0052 | -0.011 | 0.0023 | -0.0061 | -0.021 | -0.0057 | 0.0057 | -0.018 | 0.0024 | 0.014 | -0.0086 | -0.024 | -0.0053 | -0.00067 | -0.0078 | -0.029 | 0.056 | 0.0031 | -0.032 | -0.00078 | 1 | 0.078 | 0.1 | 0.71 | -0.02 | -0.03 | 0.022 | -0.034 | -0.0023 | -0.014 | 0.0086 | -0.0061 | -0.03 | -0.033 | 0.0067 |
| death | 0.049 | 0.022 | 0.008 | -0.0047 | -0.0049 | -0.0045 | 0.0055 | -0.013 | 0.19 | 0.12 | 0.025 | 0.053 | 0.069 | 0.07 | -0.028 | -0.024 | -0.015 | 0.13 | 0.035 | -0.031 | -0.015 | -0.0037 | 0.074 | 0.016 | 0.047 | 0.007 | -0.009 | -0.035 | -0.043 | -0.019 | -0.054 | -0.029 | -0.028 | -0.041 | -0.045 | 0.76 | 0.0025 | -0.15 | -0.026 | 0.078 | 1 | -0.02 | 0.1 | -0.029 | -0.025 | 0.094 | -0.011 | 0.016 | -0.022 | 0.0095 | -0.0048 | -0.2 | -0.0029 | 0.12 |
| informal | 0.051 | 0.04 | 0.024 | 0.028 | 0.028 | 0.028 | 0.04 | -0.018 | 0.09 | 0.13 | 0.034 | -0.0061 | -0.0051 | -0.048 | 0.042 | 0.036 | 0.022 | 0.12 | 0.18 | 0.36 | 0.1 | 0.085 | -0.062 | -0.013 | 0.0059 | 0.017 | -0.031 | -0.0023 | 0.019 | -0.018 | 0.11 | 0.33 | 0.035 | 0.0041 | -0.049 | -0.048 | 0.035 | -0.034 | -0.012 | 0.1 | -0.02 | 1 | 0.18 | 0.75 | 0.62 | 0.037 | 0.03 | -0.0013 | 0.018 | 0.0099 | 0.021 | -0.084 | 0.065 | -0.0067 |
| swear | -0.021 | -0.0098 | -0.00054 | -0.0043 | -0.0044 | -0.0042 | 0.0011 | 0.01 | 0.024 | -0.049 | -0.12 | -0.028 | -0.0037 | -0.0061 | 0.14 | -0.0087 | 0.22 | 0.78 | 0.0012 | -0.0042 | -0.0072 | -0.0079 | 0.011 | -0.0067 | 0.012 | -0.0027 | -0.0084 | 0.0011 | 0.017 | -0.01 | -0.011 | -0.0014 | 0.0083 | -0.01 | -0.018 | 0.07 | -0.007 | -0.028 | -0.021 | 0.71 | 0.1 | 0.18 | 1 | 0.014 | -0.029 | 0.027 | -0.026 | -0.0018 | -0.015 | 0.013 | 0.003 | -0.023 | -0.026 | -0.0031 |
| netspeak | 0.035 | 0.031 | 0.016 | 0.024 | 0.024 | 0.024 | 0.04 | 0.0063 | 0.053 | 0.11 | 0.066 | 0.021 | 0.052 | -0.0046 | 0.064 | 0.077 | 0.0067 | -0.011 | 0.26 | 0.48 | 0.11 | 0.11 | -0.051 | 0.018 | 0.019 | 0.039 | -0.0092 | 0.0097 | 0.023 | -0.0079 | 0.18 | 0.45 | 0.036 | 0.02 | -0.033 | -0.027 | 0.029 | -0.016 | -0.042 | -0.02 | -0.029 | 0.75 | 0.014 | 1 | -0.014 | 0.034 | -0.055 | -0.004 | 0.016 | 0.007 | 0.029 | -0.051 | -0.055 | -0.012 |
| nonflu | 0.044 | 0.029 | 0.02 | 0.017 | 0.017 | 0.017 | 0.016 | -0.039 | 0.071 | 0.094 | 0.0094 | -0.025 | -0.071 | -0.07 | -0.055 | -0.035 | -0.042 | -0.034 | -0.031 | -0.01 | 0.034 | 0.00052 | -0.039 | -0.039 | -0.017 | -0.021 | -0.034 | -0.016 | -0.0028 | -0.015 | -0.036 | -0.019 | 0.0096 | -0.015 | -0.033 | -0.065 | 0.022 | -0.028 | 0.038 | -0.03 | -0.025 | 0.62 | -0.029 | -0.014 | 1 | 0.0085 | 0.12 | 0.0032 | 0.014 | 0.0029 | -0.0026 | -0.064 | 0.18 | 0.0049 |
| Mehrfamilienhaus | 0.46 | 0.37 | -0.074 | -0.068 | -0.068 | -0.069 | -0.048 | -0.075 | 0.0026 | -0.013 | -0.043 | 0.011 | 0.037 | 0.032 | -0.06 | -0.068 | -0.012 | 0.041 | -0.02 | 0.05 | -0.022 | 0.0044 | -0.057 | -0.011 | -0.049 | -0.012 | 0.011 | -0.05 | -0.03 | -0.027 | -0.0094 | 0.046 | -0.028 | 0.027 | -0.035 | 0.082 | 0.016 | -0.068 | -0.07 | 0.022 | 0.094 | 0.037 | 0.027 | 0.034 | 0.0085 | 1 | -0.12 | -0.0054 | -0.028 | -0.0093 | -0.06 | -0.014 | -0.078 | 0.52 |
| Wohnimmobilie (sonstige) | 0.027 | 0.018 | -0.026 | -0.021 | -0.021 | -0.021 | 0.0068 | 0.0092 | 0.021 | 0.073 | -0.039 | -0.0046 | -0.091 | -0.086 | -0.0082 | -0.035 | 0.028 | -0.0012 | 0.015 | -0.008 | -0.0061 | 0.0027 | 0.041 | -0.042 | -0.035 | -0.039 | -0.011 | 0.025 | -0.02 | 0.071 | -0.014 | -0.018 | -0.035 | -0.0076 | 0.034 | -0.071 | -0.024 | -0.032 | -0.0096 | -0.034 | -0.011 | 0.03 | -0.026 | -0.055 | 0.12 | -0.12 | 1 | -0.0028 | -0.034 | -0.0049 | 0.043 | -0.015 | 0.64 | -0.024 |
| 1340 | -0.0037 | -0.00079 | -0.0096 | -0.0076 | -0.0076 | -0.0076 | -0.015 | 0.0052 | -0.00064 | -0.0021 | -0.0019 | 0.0085 | 0.0044 | 0.0049 | 0.00086 | -7.9e-05 | 0.0014 | -0.0021 | -0.0044 | -0.00035 | -0.001 | -0.00085 | -0.0039 | 0.0075 | 0.011 | -0.0021 | -0.0041 | -0.0022 | -0.0012 | -0.00096 | -0.0019 | -0.0015 | -0.0032 | -0.0021 | 0.0025 | 0.014 | -0.0013 | -0.0065 | -0.0095 | -0.0023 | 0.016 | -0.0013 | -0.0018 | -0.004 | 0.0032 | -0.0054 | -0.0028 | 1 | -0.003 | 0.58 | -0.0036 | -0.0016 | -0.0018 | -0.0038 |
| Berlin | 0.0035 | 0.049 | 0.76 | 0.85 | 0.85 | 0.85 | 0.45 | -0.2 | -0.072 | -0.051 | 0.013 | -0.0078 | 0.01 | 0.0023 | -0.0024 | 0.017 | -0.025 | -0.021 | 0.0046 | -0.0064 | 0.045 | 0.0058 | -0.012 | 0.022 | 0.0027 | 0.031 | 0.015 | 0.04 | 0.051 | 0.00063 | -0.0032 | 0.0019 | 0.0037 | 0.00066 | -0.016 | -0.012 | 0.021 | 0.00041 | -0.0079 | -0.014 | -0.022 | 0.018 | -0.015 | 0.016 | 0.014 | -0.028 | -0.034 | -0.003 | 1 | -0.0053 | -0.086 | 0.068 | -0.032 | -0.047 |
| Eichstätt | -0.0053 | 0.0028 | -0.017 | -0.013 | -0.013 | -0.013 | -0.025 | 0.009 | -0.0025 | -0.0053 | -0.0085 | 0.01 | 0.019 | 0.013 | -0.0033 | -0.0069 | 0.003 | 0.0099 | -0.0012 | -0.00061 | -0.0018 | 0.03 | -0.0068 | 0.0071 | 0.0029 | -0.0037 | 0.0086 | -0.0039 | -0.0021 | -0.0017 | 0.0018 | -0.0025 | -0.0056 | 0.01 | 0.00041 | 0.013 | -0.0023 | -0.011 | -0.017 | 0.0086 | 0.0095 | 0.0099 | 0.013 | 0.007 | 0.0029 | -0.0093 | -0.0049 | 0.58 | -0.0053 | 1 | -0.0062 | -0.0028 | -0.0031 | -0.0066 |
| München | -0.052 | -0.038 | 0.089 | 0.27 | 0.26 | 0.27 | 0.68 | 0.7 | 0.025 | -0.0021 | 0.061 | 0.032 | 0.01 | 0.012 | 0.014 | 0.04 | -0.025 | -0.0058 | -0.0065 | -0.01 | 0.03 | -0.0038 | -0.0035 | 0.048 | 0.0089 | 0.075 | 0.026 | 0.017 | -0.0055 | 0.027 | 0.0031 | 0.0068 | 0.0029 | 0.0081 | -0.027 | 0.0012 | -0.0069 | -0.015 | -0.0019 | -0.0061 | -0.0048 | 0.021 | 0.003 | 0.029 | -0.0026 | -0.06 | 0.043 | -0.0036 | -0.086 | -0.0062 | 1 | -0.022 | 0.047 | -0.045 |
| garage | 0.014 | 0.026 | 0.056 | 0.057 | 0.057 | 0.057 | 0.016 | -0.02 | -0.95 | -0.74 | -0.28 | -0.61 | -0.16 | -0.15 | -0.11 | -0.077 | -0.069 | -0.027 | -0.057 | -0.0046 | -0.013 | -0.011 | -0.051 | -0.078 | -0.036 | -0.028 | -0.053 | -0.029 | -0.015 | -0.013 | -0.084 | -0.019 | -0.042 | -0.027 | -0.061 | -0.25 | -0.017 | -0.084 | -0.12 | -0.03 | -0.2 | -0.084 | -0.023 | -0.051 | -0.064 | -0.014 | -0.015 | -0.0016 | 0.068 | -0.0028 | -0.022 | 1 | -0.024 | -0.049 |
| house_auction | 0.00014 | 0.005 | -0.016 | -0.011 | -0.011 | -0.01 | 0.024 | -0.0082 | 0.037 | 0.12 | -0.096 | -0.0064 | -0.17 | -0.17 | -0.04 | -0.086 | 0.038 | -0.03 | -0.062 | -0.0051 | -0.015 | -0.012 | -0.057 | -0.086 | -0.041 | -0.031 | -0.059 | -0.032 | -0.017 | -0.014 | -0.016 | -0.02 | -0.047 | -0.03 | 0.053 | -0.11 | -0.019 | -0.029 | 0.00092 | -0.033 | -0.0029 | 0.065 | -0.026 | -0.055 | 0.18 | -0.078 | 0.64 | -0.0018 | -0.032 | -0.0031 | 0.047 | -0.024 | 1 | -0.055 |
| multi_dwelling | 0.31 | 0.24 | -0.072 | -0.072 | -0.072 | -0.073 | -0.05 | -0.044 | 0.026 | -0.025 | -0.033 | 0.012 | 0.084 | 0.085 | -0.062 | -0.068 | -0.015 | 0.0053 | -0.048 | -0.0078 | -0.015 | 0.0088 | -0.038 | -0.0023 | -0.019 | -0.017 | 0.03 | -0.042 | -0.019 | -0.026 | -0.049 | -0.014 | -0.026 | -0.025 | -0.032 | 0.13 | 0.0033 | -0.028 | -0.033 | 0.0067 | 0.12 | -0.0067 | -0.0031 | -0.012 | 0.0049 | 0.52 | -0.024 | -0.0038 | -0.047 | -0.0066 | -0.045 | -0.049 | -0.055 | 1 |
In [31]:
# correlation_matrix.to_excel("Immo_correlation_matrix.xlsx")
In [32]:
# raw.to_csv('Immo_correlation_matrix.csv')
In [ ]:
6. SciKit Multiple Linear Regression (Price)¶
As we want to test how the top topics & LIWC linguistic features can be used to predict the price of a real estate listing, we drop all other columns before running the regression analysis.
In [33]:
RegressionDFpre = liwc2_merged
RegressionDF = pd.concat([RegressionDFpre, pd.get_dummies(RegressionDFpre['Topic'])], axis=1)
RegressionDF = RegressionDF.drop(['Typ', 'Energieeffizienzklasse', 'Objektzustand', 'Anzahl_zimmer', 'Wohnflaeche (in m²)', 'Grundstueck (in m²)', 'Baujahr', 'Stadt', 'Flaeche_km2', 'Einwohner', 'Men', 'Women', 'Population_density', 'Average_income', 'timetosell', 'Topic', '0', '10', '11', '12', '14', '15', '17', '18', '19', '20', '21', '23', '24', '6', '8', '9'], axis=1)
RegressionDF
Out[33]:
| ID | Kaufpreis | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | 518500.0 | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.00 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.00 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 116853306 | 301667.0 | 162 | 93.82 | 45.10 | 1.00 | 25.77 | 13.50 | 35.19 | 4.94 | 0.62 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 1.23 | 0.62 | 0.62 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.62 | 0.00 | 0.62 | 0.00 | 1.23 | 0.62 | 0.00 | 0.00 | 0.62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 116959865 | 225900.0 | 94 | 93.26 | 50.00 | 1.00 | 45.30 | 11.75 | 28.72 | 7.45 | 1.06 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 3.19 | 2.13 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.13 | 0.00 | 0.00 | 0.00 | 1.06 | 1.06 | 0.00 | 1.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 116953174 | 218659.0 | 148 | 94.42 | 50.00 | 1.00 | 51.03 | 13.45 | 37.16 | 6.76 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.35 | 0.68 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 1.35 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 116953218 | 287200.0 | 86 | 93.26 | 50.00 | 1.00 | 47.26 | 4.53 | 43.02 | 5.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 1.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 2.33 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 0.00 | 0.00 | 1.16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 53221 | 37000048 | 239000.0 | 70 | 93.26 | 50.00 | 1.00 | 1.91 | 35.00 | 38.57 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53222 | 36788963 | 188500.0 | 87 | 94.26 | 50.00 | 1.61 | 25.77 | 12.43 | 27.59 | 20.69 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 1.15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 8.05 | 0.00 | 0.00 | 0.00 | 1.15 | 0.00 | 0.00 | 8.05 | 2.30 | 0.00 | 0.00 | 0.00 | 2.30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53223 | 36713355 | 169000.0 | 61 | 93.26 | 37.15 | 1.71 | 25.77 | 7.62 | 39.34 | 14.75 | 1.64 | 1.64 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.92 | 0.00 | 0.00 | 0.00 | 1.64 | 0.00 | 0.00 | 3.28 | 1.64 | 0.00 | 1.64 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53224 | 36652956 | 2650000.0 | 71 | 93.26 | 55.59 | 1.00 | 25.77 | 5.46 | 39.44 | 7.04 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.41 | 1.41 | 1.41 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 1.41 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53225 | 35588847 | 109000.0 | 58 | 94.72 | 50.00 | 1.00 | 25.77 | 19.33 | 22.41 | 10.34 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.72 | 1.72 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
53226 rows × 65 columns
In [35]:
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF = RegressionDF.dropna()
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF
Out[35]:
| ID | Kaufpreis | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 115756801 | 518500.0 | 260 | 92.13 | 46.92 | 1.00 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.0 | 0.00 | 0.0 | 0.0 | 0.38 | 0.38 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.38 | 0.38 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.38 | 0.0 | 0.38 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 2.69 | 0.0 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 116853306 | 301667.0 | 162 | 93.82 | 45.10 | 1.00 | 25.77 | 13.50 | 35.19 | 4.94 | 0.62 | 0.62 | 0.0 | 0.00 | 0.0 | 0.0 | 1.23 | 0.62 | 0.62 | 0.0 | 0.62 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.62 | 0.0 | 0.00 | 0.00 | 0.62 | 0.00 | 0.62 | 0.00 | 1.23 | 0.62 | 0.00 | 0.0 | 0.62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 116959865 | 225900.0 | 94 | 93.26 | 50.00 | 1.00 | 45.30 | 11.75 | 28.72 | 7.45 | 1.06 | 1.06 | 0.0 | 0.00 | 0.0 | 0.0 | 3.19 | 2.13 | 1.06 | 0.0 | 0.00 | 0.0 | 1.06 | 0.0 | 0.00 | 0.0 | 1.06 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 2.13 | 0.00 | 0.00 | 0.00 | 1.06 | 1.06 | 0.00 | 1.06 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 116953174 | 218659.0 | 148 | 94.42 | 50.00 | 1.00 | 51.03 | 13.45 | 37.16 | 6.76 | 0.68 | 0.68 | 0.0 | 0.00 | 0.0 | 0.0 | 1.35 | 1.35 | 0.00 | 0.0 | 0.00 | 0.0 | 0.68 | 0.0 | 0.68 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 1.35 | 0.68 | 0.68 | 0.68 | 0.00 | 0.00 | 0.00 | 1.35 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.68 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 116953218 | 287200.0 | 86 | 93.26 | 50.00 | 1.00 | 47.26 | 4.53 | 43.02 | 5.81 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 1.16 | 1.16 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 1.16 | 0.00 | 2.33 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 0.00 | 0.0 | 1.16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 53221 | 37000048 | 239000.0 | 70 | 93.26 | 50.00 | 1.00 | 1.91 | 35.00 | 38.57 | 2.86 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 2.86 | 0.00 | 2.86 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 2.86 | 0.00 | 0.00 | 0.00 | 0.00 | 2.86 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53222 | 36788963 | 188500.0 | 87 | 94.26 | 50.00 | 1.61 | 25.77 | 12.43 | 27.59 | 20.69 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 1.15 | 1.15 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.15 | 8.05 | 0.0 | 0.00 | 0.00 | 1.15 | 0.00 | 0.00 | 8.05 | 2.30 | 0.00 | 0.00 | 0.0 | 2.30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53223 | 36713355 | 169000.0 | 61 | 93.26 | 37.15 | 1.71 | 25.77 | 7.62 | 39.34 | 14.75 | 1.64 | 1.64 | 0.0 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.92 | 0.0 | 0.00 | 0.00 | 1.64 | 0.00 | 0.00 | 3.28 | 1.64 | 0.00 | 1.64 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53224 | 36652956 | 2650000.0 | 71 | 93.26 | 55.59 | 1.00 | 25.77 | 5.46 | 39.44 | 7.04 | 1.41 | 0.00 | 0.0 | 1.41 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 1.41 | 1.41 | 1.41 | 1.41 | 0.00 | 0.00 | 1.41 | 0.00 | 1.41 | 0.0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53225 | 35588847 | 109000.0 | 58 | 94.72 | 50.00 | 1.00 | 25.77 | 19.33 | 22.41 | 10.34 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 1.72 | 1.72 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.90 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
52542 rows × 65 columns
In [36]:
#Delete outliers
z_price = np.abs(stats.zscore(RegressionDF))
threshold = 3
RegressionDF = RegressionDF [(z_price < 3).all(axis=1)]
In [37]:
RegressionDF = RegressionDF.set_index('ID')
In [38]:
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF = RegressionDF.dropna()
RegressionDF = RegressionDF.apply(pd.to_numeric, downcast='integer', errors='coerce')
RegressionDF
Out[38]:
| Kaufpreis | WC | Analytic | Clout | Authentic | Tone | WPS | Sixltr | Dic | ppron | i | we | you | shehe | they | affect | posemo | negemo | anx | anger | sad | social | family | friend | female | male | cogproc | insight | cause | discrep | tentat | certain | differ | percept | see | hear | feel | drives | affiliation | achieve | power | reward | risk | focuspast | focuspresent | focusfuture | work | leisure | home | money | relig | death | informal | swear | netspeak | assent | nonflu | courtyard_estate | garage | house_auction | house_layout | house_viewing | multi_dwelling | renovated | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 115756801 | 518500.00 | 260 | 92.13 | 46.92 | 1.0 | 32.37 | 15.29 | 32.31 | 9.23 | 0.77 | 0.77 | 0.0 | 0.0 | 0 | 0 | 0.38 | 0.38 | 0.00 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.38 | 0.38 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.38 | 0.0 | 0.38 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.38 | 2.69 | 0.0 | 0.38 | 1.15 | 2.31 | 0.00 | 0.00 | 1.54 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116953218 | 287200.00 | 86 | 93.26 | 50.00 | 1.0 | 47.26 | 4.53 | 43.02 | 5.81 | 0.00 | 0.00 | 0.0 | 0.0 | 0 | 0 | 1.16 | 1.16 | 0.00 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 1.16 | 0.00 | 2.33 | 0.00 | 0.00 | 0.00 | 1.16 | 0.00 | 0.00 | 0 | 1.16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116917689 | 781900.00 | 192 | 95.00 | 47.92 | 1.0 | 34.83 | 16.00 | 32.81 | 13.02 | 0.52 | 0.52 | 0.0 | 0.0 | 0 | 0 | 1.56 | 1.04 | 0.52 | 0.0 | 0.52 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 2.60 | 0.0 | 0.52 | 0.00 | 3.12 | 0.00 | 0.00 | 2.08 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 117009990 | 680400.00 | 211 | 95.51 | 44.35 | 1.0 | 25.77 | 19.18 | 35.07 | 17.06 | 0.95 | 0.95 | 0.0 | 0.0 | 0 | 0 | 1.90 | 0.95 | 0.95 | 0.0 | 0.00 | 0 | 0.47 | 0.0 | 0.0 | 0.0 | 0.47 | 0.95 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.95 | 0.00 | 0.0 | 0.00 | 0.0 | 0.95 | 0.0 | 0.00 | 0.00 | 0.0 | 0.95 | 0.00 | 5.21 | 0.0 | 0.47 | 0.95 | 1.90 | 0.00 | 0.00 | 4.27 | 0.95 | 0.00 | 0.00 | 0 | 0.95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 117039799 | 330144.85 | 125 | 93.98 | 46.80 | 1.0 | 40.12 | 17.86 | 34.40 | 8.80 | 0.80 | 0.80 | 0.0 | 0.0 | 0 | 0 | 0.80 | 0.80 | 0.00 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 3.20 | 0.0 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 2.40 | 1.60 | 0.00 | 0.80 | 0 | 0.80 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 96704880 | 895000.00 | 92 | 95.80 | 45.67 | 1.0 | 45.75 | 11.50 | 38.04 | 13.04 | 1.09 | 1.09 | 0.0 | 0.0 | 0 | 0 | 1.09 | 1.09 | 0.00 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 4.35 | 0.0 | 0.00 | 1.09 | 1.09 | 0.00 | 0.00 | 3.26 | 1.09 | 0.00 | 1.09 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 96615346 | 439000.00 | 72 | 90.27 | 39.05 | 1.0 | 25.77 | 9.00 | 31.94 | 6.94 | 2.78 | 2.78 | 0.0 | 0.0 | 0 | 0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.00 | 4.17 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.39 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 96486399 | 595000.00 | 323 | 88.65 | 41.43 | 1.0 | 31.03 | 10.42 | 41.49 | 9.29 | 2.17 | 2.17 | 0.0 | 0.0 | 0 | 0 | 0.31 | 0.31 | 0.00 | 0.0 | 0.00 | 0 | 0.31 | 0.0 | 0.0 | 0.0 | 0.31 | 0.93 | 0.00 | 0.31 | 0.31 | 0.0 | 0.0 | 0.31 | 0.00 | 0.0 | 0.00 | 0.0 | 0.62 | 0.0 | 0.62 | 0.31 | 0.0 | 0.00 | 0.31 | 4.95 | 0.0 | 0.00 | 0.62 | 0.62 | 0.00 | 0.00 | 2.48 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 96459385 | 865000.00 | 307 | 91.97 | 41.00 | 1.0 | 16.46 | 18.06 | 28.66 | 9.77 | 1.63 | 1.63 | 0.0 | 0.0 | 0 | 0 | 0.65 | 0.00 | 0.65 | 0.0 | 0.33 | 0 | 0.33 | 0.0 | 0.0 | 0.0 | 0.33 | 0.65 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.65 | 0.00 | 0.0 | 0.00 | 0.0 | 0.33 | 0.0 | 0.00 | 0.00 | 0.0 | 0.33 | 0.00 | 3.58 | 0.0 | 0.00 | 0.33 | 0.33 | 0.00 | 0.33 | 1.63 | 0.98 | 0.33 | 0.00 | 0 | 0.65 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 96457868 | 299000.00 | 126 | 79.28 | 31.71 | 1.0 | 14.75 | 9.69 | 26.98 | 8.73 | 4.76 | 4.76 | 0.0 | 0.0 | 0 | 0 | 0.79 | 0.00 | 0.79 | 0.0 | 0.00 | 0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.79 | 0.0 | 0.00 | 0.00 | 0.0 | 0.79 | 0.00 | 6.35 | 0.0 | 0.79 | 0.00 | 0.00 | 0.79 | 0.00 | 1.59 | 0.00 | 0.00 | 0.00 | 0 | 0.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
23028 rows × 64 columns
In [39]:
# First define dependent variable (Y) and all independent variables (X) and create test and train set.
X = RegressionDF.drop('Kaufpreis', axis=1)
y = RegressionDF[['Kaufpreis']]
train_X, test_X, train_y, test_y = train_test_split(X, y, test_size=0.2,
random_state=1)
In [40]:
# Now, select all independent variables and run a multiple linear regression.
multi_reg = LinearRegression()
multi_reg.fit(train_X, train_y)
y_predicted = multi_reg.predict(test_X)
print("Mean squared error: %.2f" % mean_squared_error(test_y, y_predicted))
print ("Mean absolute error: %.2f" % mean_absolute_error(test_y, y_predicted))
print('R²: %.2f' % r2_score(test_y, y_predicted))
Mean squared error: 233178827912.98 Mean absolute error: 303244.24 R²: 0.05
In [41]:
%matplotlib inline
fig, ax = plt.subplots()
ax.scatter(test_y, y_predicted)
ax.plot([test_y.min(), test_y.max()], [test_y.min(), test_y.max()], 'k-', color='red', lw=4)
ax.set_xlabel('measured Kaufpreis')
ax.set_ylabel('predicted Kaufpreis')
plt.show()
7. Tensorflow Neural Network (Price)¶
In [44]:
# Rename & extract the variable to predict
neuraldf = RegressionDF
target = neuraldf.Kaufpreis
neuraldf.drop(['Kaufpreis'],axis = 1 , inplace = True)
neuraldf['Target'] = target
In [45]:
# Split into train & test set whereby train set is 80% of the data.
n_train = round(neuraldf.shape[0] * 0.8)
train = neuraldf[:n_train]
test = neuraldf[n_train:]
target = train['Target']
train.drop(['Target'], axis = 1, inplace = True)
truth = test['Target']
test.drop(['Target'], axis = 1, inplace = True)
In [46]:
# Initiate a sequential model (i.e., no recurrence)
NN_model = Sequential()
# Make the input layer
NN_model.add(Dense(128, kernel_initializer='normal',input_dim = train.shape[1], activation='relu'))
# Make hidden layers
NN_model.add(Dense(256, kernel_initializer='normal',activation='relu'))
NN_model.add(Dense(256, kernel_initializer='normal',activation='relu'))
# Make the output layer
NN_model.add(Dense(1, kernel_initializer='normal',activation='linear'))
# Compile the network
NN_model.compile(loss='mean_squared_error', optimizer='adam', metrics=['mean_absolute_error'])
NN_model.summary()
Model: "sequential_1" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense_1 (Dense) (None, 128) 8192 _________________________________________________________________ dense_2 (Dense) (None, 256) 33024 _________________________________________________________________ dense_3 (Dense) (None, 256) 65792 _________________________________________________________________ dense_4 (Dense) (None, 1) 257 ================================================================= Total params: 107,265 Trainable params: 107,265 Non-trainable params: 0 _________________________________________________________________
7.1. Checkpoint callback¶
A backup system that saves the models learned at each epoch. It saves only the models that are better than the previous models.
A file is made for each new model, containing the weights & biases of each neuron. Any of these files can be loaded to instantiate the corresponding network.
In [47]:
# Define how to name the files
checkpoint_name = 'Weights-{epoch:03d}--{val_loss:.5f}.hdf5'
# Instantiate the checkpoint system
checkpoint = ModelCheckpoint(checkpoint_name, monitor='val_loss', verbose = 1, save_best_only = True, mode ='auto')
callbacks_list = [checkpoint]
7.2. Training the neural network¶
In [48]:
history = NN_model.fit(train, target, epochs=50,
# No. of randomly sampled data points used to compute the errors at each epoch (avoid overfitting)
batch_size=32,
# Size of validation set for cross-validation
validation_split = 0.2,
# Link to checkpoint system, to check the best model previously built
callbacks=callbacks_list)
Train on 14737 samples, validate on 3685 samples Epoch 1/50 14737/14737 [==============================] - 1s 87us/step - loss: 334173543029.9507 - mean_absolute_error: 363340.3750 - val_loss: 185991302922.3512 - val_mean_absolute_error: 282586.0938 Epoch 00001: val_loss improved from inf to 185991302922.35117, saving model to Weights-001--185991302922.35117.hdf5 Epoch 2/50 14737/14737 [==============================] - 1s 81us/step - loss: 275756730091.0329 - mean_absolute_error: 324074.4688 - val_loss: 186591927406.3197 - val_mean_absolute_error: 287132.2188 Epoch 00002: val_loss did not improve from 185991302922.35117 Epoch 3/50 14737/14737 [==============================] - 1s 81us/step - loss: 275209827096.9625 - mean_absolute_error: 324119.5938 - val_loss: 181573202196.7718 - val_mean_absolute_error: 269544.0938 Epoch 00003: val_loss improved from 185991302922.35117 to 181573202196.77179, saving model to Weights-003--181573202196.77179.hdf5 Epoch 4/50 14737/14737 [==============================] - 1s 64us/step - loss: 274326194176.9728 - mean_absolute_error: 323723.3750 - val_loss: 188770830062.0070 - val_mean_absolute_error: 294511.4688 Epoch 00004: val_loss did not improve from 181573202196.77179 Epoch 5/50 14737/14737 [==============================] - 1s 76us/step - loss: 274141084295.1830 - mean_absolute_error: 323933.3438 - val_loss: 182801685605.4274 - val_mean_absolute_error: 275563.9688 Epoch 00005: val_loss did not improve from 181573202196.77179 Epoch 6/50 14737/14737 [==============================] - 1s 64us/step - loss: 273543404622.4485 - mean_absolute_error: 324115.5625 - val_loss: 182759047928.2887 - val_mean_absolute_error: 275344.6875 Epoch 00006: val_loss did not improve from 181573202196.77179 Epoch 7/50 14737/14737 [==============================] - 1s 65us/step - loss: 273184547032.2372 - mean_absolute_error: 322677.0625 - val_loss: 187753483388.7696 - val_mean_absolute_error: 291586.1875 Epoch 00007: val_loss did not improve from 181573202196.77179 Epoch 8/50 14737/14737 [==============================] - 1s 67us/step - loss: 272920682170.8104 - mean_absolute_error: 323482.4688 - val_loss: 188152358266.7549 - val_mean_absolute_error: 292714.9062 Epoch 00008: val_loss did not improve from 181573202196.77179 Epoch 9/50 14737/14737 [==============================] - 1s 65us/step - loss: 272841759318.8215 - mean_absolute_error: 322959.6562 - val_loss: 181489786615.4551 - val_mean_absolute_error: 269701.1875 Epoch 00009: val_loss improved from 181573202196.77179 to 181489786615.45508, saving model to Weights-009--181489786615.45508.hdf5 Epoch 10/50 14737/14737 [==============================] - 1s 79us/step - loss: 271951558426.0047 - mean_absolute_error: 322024.6875 - val_loss: 186408615406.9102 - val_mean_absolute_error: 287916.6562 Epoch 00010: val_loss did not improve from 181489786615.45508 Epoch 11/50 14737/14737 [==============================] - 1s 87us/step - loss: 271736158233.7094 - mean_absolute_error: 322013.4688 - val_loss: 192418442807.1599 - val_mean_absolute_error: 303352.2500 Epoch 00011: val_loss did not improve from 181489786615.45508 Epoch 12/50 14737/14737 [==============================] - 1s 77us/step - loss: 271165566357.5838 - mean_absolute_error: 322652.4062 - val_loss: 184811222847.1490 - val_mean_absolute_error: 282260.4688 Epoch 00012: val_loss did not improve from 181489786615.45508 Epoch 13/50 14737/14737 [==============================] - 1s 65us/step - loss: 270441239060.8108 - mean_absolute_error: 321041.4375 - val_loss: 189692895758.8668 - val_mean_absolute_error: 296077.1250 Epoch 00013: val_loss did not improve from 181489786615.45508 Epoch 14/50 14737/14737 [==============================] - 1s 68us/step - loss: 270145854372.3493 - mean_absolute_error: 320627.9688 - val_loss: 192104844110.4326 - val_mean_absolute_error: 301889.2188 Epoch 00014: val_loss did not improve from 181489786615.45508 Epoch 15/50 14737/14737 [==============================] - 1s 65us/step - loss: 269399358180.8488 - mean_absolute_error: 321258.1250 - val_loss: 184916361398.2914 - val_mean_absolute_error: 281460.3750 Epoch 00015: val_loss did not improve from 181489786615.45508 Epoch 16/50 14737/14737 [==============================] - 1s 64us/step - loss: 269175840899.1876 - mean_absolute_error: 320260.0938 - val_loss: 189248515536.8988 - val_mean_absolute_error: 292733.0000 Epoch 00016: val_loss did not improve from 181489786615.45508 Epoch 17/50 14737/14737 [==============================] - 1s 64us/step - loss: 268467699649.7415 - mean_absolute_error: 319956.7500 - val_loss: 190807612228.4288 - val_mean_absolute_error: 296433.7188 Epoch 00017: val_loss did not improve from 181489786615.45508 Epoch 18/50 14737/14737 [==============================] - 1s 65us/step - loss: 268589392153.8310 - mean_absolute_error: 320237.3750 - val_loss: 187425864194.0841 - val_mean_absolute_error: 286622.1562 Epoch 00018: val_loss did not improve from 181489786615.45508 Epoch 19/50 14737/14737 [==============================] - 1s 66us/step - loss: 268240918042.3000 - mean_absolute_error: 319576.9375 - val_loss: 187194747986.5313 - val_mean_absolute_error: 286198.0938 Epoch 00019: val_loss did not improve from 181489786615.45508 Epoch 20/50 14737/14737 [==============================] - 1s 67us/step - loss: 267818985386.8114 - mean_absolute_error: 319905.5000 - val_loss: 194535451361.5023 - val_mean_absolute_error: 303963.3125 Epoch 00020: val_loss did not improve from 181489786615.45508 Epoch 21/50 14737/14737 [==============================] - 1s 68us/step - loss: 267904420046.6483 - mean_absolute_error: 320027.2500 - val_loss: 196043123465.5175 - val_mean_absolute_error: 306422.4062 Epoch 00021: val_loss did not improve from 181489786615.45508 Epoch 22/50 14737/14737 [==============================] - 1s 65us/step - loss: 267863771939.6632 - mean_absolute_error: 319674.8125 - val_loss: 185158863485.4643 - val_mean_absolute_error: 278376.1562 Epoch 00022: val_loss did not improve from 181489786615.45508 Epoch 23/50 14737/14737 [==============================] - 1s 65us/step - loss: 267631693529.6617 - mean_absolute_error: 319915.2188 - val_loss: 185294966240.4602 - val_mean_absolute_error: 278641.0312 Epoch 00023: val_loss did not improve from 181489786615.45508 Epoch 24/50 14737/14737 [==============================] - 1s 64us/step - loss: 267154401939.6903 - mean_absolute_error: 319049.0312 - val_loss: 183910544792.7664 - val_mean_absolute_error: 273875.1250 Epoch 00024: val_loss did not improve from 181489786615.45508 Epoch 25/50 14737/14737 [==============================] - 1s 63us/step - loss: 266896495536.1618 - mean_absolute_error: 319162.5000 - val_loss: 188274022969.6608 - val_mean_absolute_error: 287212.9688 Epoch 00025: val_loss did not improve from 181489786615.45508 Epoch 26/50 14737/14737 [==============================] - 1s 66us/step - loss: 266987118662.5967 - mean_absolute_error: 319079.2500 - val_loss: 196283438135.2988 - val_mean_absolute_error: 306622.2500 Epoch 00026: val_loss did not improve from 181489786615.45508 Epoch 27/50 14737/14737 [==============================] - 1s 65us/step - loss: 267168164742.8877 - mean_absolute_error: 319882.2812 - val_loss: 196751185071.3444 - val_mean_absolute_error: 308302.4062 Epoch 00027: val_loss did not improve from 181489786615.45508 Epoch 28/50 14737/14737 [==============================] - 1s 75us/step - loss: 266798864755.4666 - mean_absolute_error: 319172.5938 - val_loss: 190051302299.1284 - val_mean_absolute_error: 292035.2812 Epoch 00028: val_loss did not improve from 181489786615.45508 Epoch 29/50 14737/14737 [==============================] - 1s 68us/step - loss: 266547752238.7460 - mean_absolute_error: 318726.7188 - val_loss: 199584580046.3978 - val_mean_absolute_error: 313420.1250 Epoch 00029: val_loss did not improve from 181489786615.45508 Epoch 30/50 14737/14737 [==============================] - 1s 72us/step - loss: 266348292492.2033 - mean_absolute_error: 318736.6562 - val_loss: 200732374749.3340 - val_mean_absolute_error: 315442.4062 Epoch 00030: val_loss did not improve from 181489786615.45508 Epoch 31/50 14737/14737 [==============================] - 1s 64us/step - loss: 266406783808.0130 - mean_absolute_error: 319310.5312 - val_loss: 186109301272.8705 - val_mean_absolute_error: 280641.0625 Epoch 00031: val_loss did not improve from 181489786615.45508 Epoch 32/50 14737/14737 [==============================] - 1s 62us/step - loss: 266243552583.6216 - mean_absolute_error: 318126.0000 - val_loss: 182435293881.4871 - val_mean_absolute_error: 268509.3438 Epoch 00032: val_loss did not improve from 181489786615.45508 Epoch 33/50 14737/14737 [==============================] - 1s 61us/step - loss: 266594570734.4550 - mean_absolute_error: 318909.4688 - val_loss: 185604926248.6404 - val_mean_absolute_error: 280983.7188 Epoch 00033: val_loss did not improve from 181489786615.45508 Epoch 34/50 14737/14737 [==============================] - 1s 61us/step - loss: 265949120338.4266 - mean_absolute_error: 318070.1250 - val_loss: 191669721244.1704 - val_mean_absolute_error: 296672.8438 Epoch 00034: val_loss did not improve from 181489786615.45508 Epoch 35/50 14737/14737 [==============================] - 1s 68us/step - loss: 266141765613.9339 - mean_absolute_error: 318522.8125 - val_loss: 184743189027.4301 - val_mean_absolute_error: 277642.0625 Epoch 00035: val_loss did not improve from 181489786615.45508 Epoch 36/50 14737/14737 [==============================] - 1s 75us/step - loss: 265793737745.4407 - mean_absolute_error: 318247.2812 - val_loss: 188246751875.0220 - val_mean_absolute_error: 288302.8125 Epoch 00036: val_loss did not improve from 181489786615.45508 Epoch 37/50 14737/14737 [==============================] - 1s 62us/step - loss: 265593906558.9317 - mean_absolute_error: 318080.7500 - val_loss: 194877075225.9126 - val_mean_absolute_error: 304482.3125 Epoch 00037: val_loss did not improve from 181489786615.45508 Epoch 38/50 14737/14737 [==============================] - 1s 60us/step - loss: 265804181997.8992 - mean_absolute_error: 318197.2500 - val_loss: 199742692635.7189 - val_mean_absolute_error: 314440.3438 Epoch 00038: val_loss did not improve from 181489786615.45508 Epoch 39/50 14737/14737 [==============================] - 1s 60us/step - loss: 265372785342.7710 - mean_absolute_error: 318675.5000 - val_loss: 184173095018.1514 - val_mean_absolute_error: 275232.8438 Epoch 00039: val_loss did not improve from 181489786615.45508 Epoch 40/50 14737/14737 [==============================] - 1s 62us/step - loss: 265442548986.2154 - mean_absolute_error: 318162.8125 - val_loss: 187468342957.5381 - val_mean_absolute_error: 286681.3125 Epoch 00040: val_loss did not improve from 181489786615.45508 Epoch 41/50 14737/14737 [==============================] - 1s 62us/step - loss: 265394425506.3516 - mean_absolute_error: 317869.5625 - val_loss: 189525603496.6752 - val_mean_absolute_error: 290974.9688 Epoch 00041: val_loss did not improve from 181489786615.45508 Epoch 42/50 14737/14737 [==============================] - 1s 63us/step - loss: 265232205484.7744 - mean_absolute_error: 317737.2812 - val_loss: 191415152316.5438 - val_mean_absolute_error: 296483.4688 Epoch 00042: val_loss did not improve from 181489786615.45508 Epoch 43/50 14737/14737 [==============================] - 1s 61us/step - loss: 264952978439.2959 - mean_absolute_error: 318471.4375 - val_loss: 186857437626.9460 - val_mean_absolute_error: 283226.4062 Epoch 00043: val_loss did not improve from 181489786615.45508 Epoch 44/50 14737/14737 [==============================] - 1s 61us/step - loss: 265007359800.3002 - mean_absolute_error: 317752.7500 - val_loss: 189372350966.4130 - val_mean_absolute_error: 292362.6250 Epoch 00044: val_loss did not improve from 181489786615.45508 Epoch 45/50 14737/14737 [==============================] - 1s 59us/step - loss: 265094638283.2783 - mean_absolute_error: 317748.7500 - val_loss: 190254549691.7102 - val_mean_absolute_error: 293538.0625 Epoch 00045: val_loss did not improve from 181489786615.45508 Epoch 46/50 14737/14737 [==============================] - 1s 61us/step - loss: 265008837061.0420 - mean_absolute_error: 317942.1875 - val_loss: 185095046182.6258 - val_mean_absolute_error: 279819.7188 Epoch 00046: val_loss did not improve from 181489786615.45508 Epoch 47/50 14737/14737 [==============================] - 1s 58us/step - loss: 264639269320.7942 - mean_absolute_error: 318081.1875 - val_loss: 200077409548.1574 - val_mean_absolute_error: 312966.3125 Epoch 00047: val_loss did not improve from 181489786615.45508 Epoch 48/50 14737/14737 [==============================] - 1s 58us/step - loss: 264371507325.9068 - mean_absolute_error: 317154.3750 - val_loss: 189581198725.8703 - val_mean_absolute_error: 293077.2500 Epoch 00048: val_loss did not improve from 181489786615.45508 Epoch 49/50 14737/14737 [==============================] - 1s 59us/step - loss: 263989607298.1628 - mean_absolute_error: 317403.9062 - val_loss: 184486909058.8830 - val_mean_absolute_error: 279869.8125 Epoch 00049: val_loss did not improve from 181489786615.45508 Epoch 50/50 14737/14737 [==============================] - 1s 77us/step - loss: 264249051934.1044 - mean_absolute_error: 317177.5312 - val_loss: 201058087273.2483 - val_mean_absolute_error: 315721.9062 Epoch 00050: val_loss did not improve from 181489786615.45508
In [49]:
# Retrieve the hitory of every epoch's training
hist = pd.DataFrame(history.history)
hist['epoch'] = history.epoch
hist.tail()
Out[49]:
| val_loss | val_mean_absolute_error | loss | mean_absolute_error | epoch | |
|---|---|---|---|---|---|
| 45 | 1.850950e+11 | 279819.71875 | 2.650088e+11 | 317942.18750 | 45 |
| 46 | 2.000774e+11 | 312966.31250 | 2.646393e+11 | 318081.18750 | 46 |
| 47 | 1.895812e+11 | 293077.25000 | 2.643715e+11 | 317154.37500 | 47 |
| 48 | 1.844869e+11 | 279869.81250 | 2.639896e+11 | 317403.90625 | 48 |
| 49 | 2.010581e+11 | 315721.90625 | 2.642491e+11 | 317177.53125 | 49 |
In [50]:
# Check best checkpoint in local folder (the last file saved)
# Paste the name of the last file saved by the checkpoint system
weights_file = 'Weights-009--181489786615.45508.hdf5'
# Load the parameters of the models (weights & bias)
NN_model.load_weights(weights_file)
NN_model.compile(loss='mean_squared_error', optimizer='adam', metrics=['mean_squared_error'])
In [51]:
prediction = NN_model.predict(test)
In [52]:
%matplotlib inline
plt.figure()
plt.scatter(prediction, truth, alpha=0.2)
plt.xlabel('Predictions')
plt.ylabel('True Values')
lims = [0, 800000]
plt.xlim(lims)
plt.ylim(lims)
_ = plt.plot(lims, lims)
plt.show()
In [53]:
%matplotlib inline
error = prediction - truth.to_numpy()
plt.figure()
plt.hist(error[0], bins = 30)
plt.xlabel("Absolute Prediction Error")
plt.ylabel("Count")
plt.show()
In [ ]: